Barrows, C., Preston, E., Staid, A. and 10 more (**Watson, J.-P.**) (2020). The IEEE reliability test system: A proposed 2019 update. *IEEE Transactions on Power Systems*, 35(1), 119–127. 10.1109/TPWRS.2019.2925557

Alexander, F., Almgren, A., Bell, J. and 48 more (**Draeger, E.**, **Kolev, T.**, **Richards, D.**) (2020). Exascale applications: Skin in the game. *Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences*, 378(2166). 10.1098/rsta.2019.0056

Kritcher, A.L., Swift, D.C., Döppner, T. and 26 more (**Gaffney, J.A.**) (2020). A measurement of the equation of state of carbon envelopes of white dwarfs. *Nature*, 584(7819), 51–54. 10.1038/s41586-020-2535-y

Weber, C.R., Clark, D.S., Pak, A. and 20 more (...) (2020). Mixing in ICF implosions on the National Ignition Facility caused by the fill-tube. *Physics of Plasmas*, 27(3). 10.1063/1.5125599

Hurricane, O.A., Casey, D.T., Landen, O. and 9 more (...) (2020). An analytic asymmetric-piston model for the impact of mode-1 shell asymmetry on ICF implosions. *Physics of Plasmas*, 27(6). 10.1063/5.0001335

Fischer, P., Min, M., Rathnayake, T. and 8 more (**Kolev, T.**, **Dobrev, V.**, **Camier, J.-S.**) (2020). Scalability of high-performance PDE solvers. *International Journal of High Performance Computing Applications*, 34(5), 562–586. 10.1177/1094342020915762

Smalyuk, V.A., Weber, C.R., Landen, O.L. and 48 more (...) (2020). Review of hydrodynamic instability experiments in inertially confined fusion implosions on National Ignition Facility. *Plasma Physics and Controlled Fusion*, 62(1). 10.1088/1361-6587/ab49f4

Kritcher, A.L., Casey, D.T., Thomas, C.A. and 29 more (...) (2020). Symmetric fielding of the largest diamond capsule implosions on the NIF. *Physics of Plasmas*, 27(5). 10.1063/5.0004221

Chakraborty, S., Laguna, I., Emani, M. and 4 more (**Mohror, K.**) (2020). EReinit: Scalable and efficient fault-tolerance for bulk-synchronous MPI applications. *Concurrency Computation*, 32(3). 10.1002/cpe.4863

Ballester-Ripoll, R., Lindstrom, P., Pajarola, R. (2020). TTHRESH: Tensor compression for multidimensional visual data. *IEEE Transactions on Visualization and Computer Graphics*, 26(9), 2891–2903. 10.1109/TVCG.2019.2904063

Hajduk, H., Kuzmin, D., Kolev, T. and 1 more (...) (2020). Matrix-free subcell residual distribution for Bernstein finite element discretizations of linear advection equations. *Computer Methods in Applied Mechanics and Engineering*, 359. 10.1016/j.cma.2019.112658

Morgan, J.C., Chinen, A.S., Anderson-Cook, C. and 8 more (...) (2020). Development of a framework for sequential Bayesian design of experiments: Application to a pilot-scale solvent-based CO_{2} capture process. *Applied Energy*, 262. 10.1016/j.apenergy.2020.114533

Tommasini, R., Landen, O.L., Berzak Hopkins, L. and 55 more (...) (2020). Time-resolved fuel density profiles of the stagnation phase of indirect-drive inertial confinement implosions. *Physical Review Letters*, 125(15). 10.1103/PhysRevLett.125.155003

Döppner, T., Hinkel, D.E., Jarrott, L.C. and 29 more (...) (2020). Achieving 280 Gbar hot spot pressure in DT-layered CH capsule implosions at the National Ignition Facility. *Physics of Plasmas*, 27(4). 10.1063/1.5135921

Patel, P.K., Springer, P.T., Weber, C.R. and 47 more (**Gaffney, J.**) (2020). Hotspot conditions achieved in inertial confinement fusion experiments on the National Ignition Facility. *Physics of Plasmas*, 27(5). 10.1063/5.0003298

Kuffour, B.N.O., Engdahl, N.B., Woodward, C.S. and 3 more (...) (2020). Simulating coupled surface-subsurface flows with ParFlow v3.5.0: Capabilities, applications, and ongoing development of an open-source, massively parallel, integrated hydrologic model. *Geoscientific Model Development*, 13(3), 1373–1397. 10.5194/gmd-13-1373-2020

Goncalves, A., Ray, P., Soper, B. and 3 more (...) (2020). Generation and evaluation of synthetic patient data. *BMC Medical Research Methodology*, 20(1). 10.1186/s12874-020-00977-1

Gallagher, B., Rever, M., Loveland, D. and 6 more (...) (2020). Predicting compressive strength of consolidated molecular solids using computer vision and deep learning. *Materials and Design*, 190. 10.1016/j.matdes.2020.108541

Bui, Q.M., Osei-Kuffuor, D., Castelletto, N. and 1 more (...) (2020). A scalable multigrid reduction framework for multiphase poromechanics of heterogeneous media. *SIAM Journal on Scientific Computing*, 42(2), B379–B396. 10.1137/19M1256117

Rygg, J.R., Smith, R.F., Lazicki, A.E. and 34 more (...) (2020). X-ray diffraction at the National Ignition Facility. *Review of Scientific Instruments*, 91(4). 10.1063/1.5129698

Hajduk, H., Kuzmin, D., Kolev, T. and 3 more (**Tomov, V.**) (2020). Matrix-free subcell residual distribution for Bernstein finite elements: Monolithic limiting. *Computers and Fluids*, 200. 10.1016/j.compfluid.2020.104451

Chen, Y., Peng, I.B., Peng, Z. and 2 more (...) (2020). ATMem: Adaptive data placement in graph applications on heterogeneous memories. *CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization*, 293–304. 10.1145/3368826.3377922

Xu, Y., Mili, L., Korkali, M. and 1 more (...) (2020). An adaptive Bayesian parameter estimation of a synchronous generator under gross errors. *IEEE Transactions on Industrial Informatics*, 16(8), 5088–5098. 10.1109/TII.2019.2950238

Hohenberger, M., Casey, D.T., Kritcher, A.L. and 31 more (...) (2020). Integrated performance of large HDC-capsule implosions on the National Ignition Facility. *Physics of Plasmas*, 27(11). 10.1063/5.0019083

Adams, M.P., Adams, M.L., Hawkins, W.D. and 7 more (**Brown, P.**) (2020). Provably optimal parallel transport sweeps on semi-structured grids. *Journal of Computational Physics*, 407. 10.1016/j.jcp.2020.109234

Bulusu, S., Kailkhura, B., Li, B. and 2 more (...) (2020). Anomalous example detection in deep learning: A survey. *IEEE Access*, 8132330–132347. 10.1109/ACCESS.2020.3010274

Georgakoudis, G., Guo, L., Laguna, I. (2020). Reinit++: Evaluating the performance of global-restart recovery methods for MPI fault tolerance. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 12151536–554. 10.1007/978-3-030-50743-5_27

Kim, H., Han, J., Han, T.Y.-J. (2020). Machine vision-driven automatic recognition of particle size and morphology in SEM images. *Nanoscale*, 12(37), 19461–19469. 10.1039/d0nr04140h

Xu, Y., Korkali, M., Mili, L. and 2 more (...) (2020). Risk assessment of rare events in probabilistic power flow via hybrid multi-surrogate method. *IEEE Transactions on Smart Grid*, 11(2), 1593–1603. 10.1109/TSG.2019.2940928

Hessenthaler, A., Southworth, B.S., Nordsletten, D. and 3 more (**Falgout, R.D.**) (2020). Multilevel convergence analysis of multigrid-reduction-in-time. *SIAM Journal on Scientific Computing*, 42(2), A771–A4796. 10.1137/19M1238812

Baker, K.L., Thomas, C.A., Casey, D.T. and 33 more (...) (2020). Hotspot parameter scaling with velocity and yield for high-adiabat layered implosions at the National Ignition Facility. *Physical Review E*, 102(2). 10.1103/PhysRevE.102.023210

Ingólfsson, H.I., Bhatia, H., Zeppelin, T. and 8 more (**Bremer, P.-T.**) (2020). Capturing biologically complex tissue-specific membranes at different levels of compositional complexity. *Journal of Physical Chemistry B*, 124(36), 7819–7829. 10.1021/acs.jpcb.0c03368

Childs, H., Ahern, S.D., Ahrens, J. and 54 more (**Bremer, P.-T.**) (2020). A terminology for in situ visualization and analysis systems. *International Journal of High Performance Computing Applications*, 34(6), 676–691. 10.1177/1094342020935991

Kustowski, B., Gaffney, J.A., Spears, B.K. and 3 more (**Thiagarajan, J.J.**, **Anirudh, R.**) (2020). Transfer learning as a tool for reducing simulation bias: Application to inertial confinement fusion. *IEEE Transactions on Plasma Science*, 48(1), 46–53. 10.1109/TPS.2019.2948339

Brinkmann, A., Mohror, K., Yu, W. and 7 more (...) (2020). Ad hoc file systems for high-performance computing. *Journal of Computer Science and Technology*, 35(1), 4–26. 10.1007/s11390-020-9801-1

Hiszpanski, A.M., Gallagher, B., Chellappan, K. and 7 more (**Kailkhura, B.**, **Buttler, D.J.**) (2020). Nanomaterial synthesis insights from machine learning of scientific articles by extracting, structuring, and visualizing knowledge. *Journal of Chemical Information and Modeling*, 60(6), 2876–2887. 10.1021/acs.jcim.0c00199

Bhatele, A., Thiagarajan, J.J., Groves, T. and 4 more (**Anirudh, R.**) (2020). The case of performance variability on dragonfly-based systems. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020*, 896–905. 10.1109/IPDPS47924.2020.00096

Choi, Y., Coombs, D., Anderson, R. (2020). SNS: A solution-based nonlinear subspace method for time-dependent model order reduction. *SIAM Journal on Scientific Computing*, 42(2), A1116–A1146. 10.1137/19M1242963

Jin, D., Heimann, M., Rossi, R.A. and 1 more (...) (2020). node2bits: Compact time- and attribute-aware node representations for user stitching. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11906483–506. 10.1007/978-3-030-46150-8_29

Knueven, B., Ostrowski, J., Watson, J.-P. (2020). On mixed-integer programming formulations for the unit commitment problem. *INFORMS Journal on Computing*, 32(4), 857–876. 10.1287/ijoc.2019.0944

Liu, S., Chen, P.-Y., Kailkhura, B. and 3 more (...) (2020). A primer on zeroth-order optimization in signal processing and machine learning: Principals, recent advances, and applications. *IEEE Signal Processing Magazine*, 37(5), 43–54. 10.1109/MSP.2020.3003837

Drew Bennett, W.F., He, S., Bilodeau, C.L. and 6 more (...) (2020). Predicting small molecule transfer free energies by combining molecular dynamics simulations and deep learning. *Journal of Chemical Information and Modeling*, 60(11), 5375–5381. 10.1021/acs.jcim.0c00318

Kumbhare, N., Marathe, A., Akoglu, A. and 3 more (...) (2020). A value-oriented job scheduling approach for power-constrained and oversubscribed HPC systems. *IEEE Transactions on Parallel and Distributed Systems*, 31(6), 1419–1433. 10.1109/TPDS.2020.2967373

Beckingsale, D.A., McFadden, M.J., Dahm, J.P.S. and 2 more (...) (2020). Umpire: Application-focused management and coordination of complex hierarchical memory. *IBM Journal of Research and Development*, 64(3–4). 10.1147/JRD.2019.2954403

Reza, T., Ripeanu, M., Sanders, G. and 1 more (**Pearce, R.**) (2020). Approximate pattern matching in massive graphs with precision and recall guarantees. *Proceedings of the ACM SIGMOD International Conference on Management of Data*, 1115–1131. 10.1145/3318464.3380566

Rachunok, B., Staid, A., Watson, J.-P. and 1 more (...) (2020). Assessment of wind power scenario creation methods for stochastic power systems operations. *Applied Energy*, 268. 10.1016/j.apenergy.2020.114986

Thiagarajan, J.J., Venkatesh, B., Rajan, D. and 1 more (...) (2020). Improving reliability of clinical models using prediction calibration. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 1244371–80. 10.1007/978-3-030-60365-6_8

Ames, J., Puleri, D.F., Balogh, P. and 3 more (**Draeger, E.W.**) (2020). Multi-GPU immersed boundary method hemodynamics simulations. *Journal of Computational Science*, 44. 10.1016/j.jocs.2020.101153

Ruby, J.J., Rygg, J.R., Chin, D.A. and 10 more (**Gaffney, J.A.**) (2020). Constraining physical models at gigabar pressures. *Physical Review E*, 102(5). 10.1103/PhysRevE.102.053210

Ahn, D.H., Bass, N., Chu, A. and 9 more (**Herbein, S.**, **Patki, T.**, **Scogland, T.R.W.**) (2020). Flux: Overcoming scheduling challenges for exascale workflows. *Future Generation Computer Systems*, 110202–213. 10.1016/j.future.2020.04.006

Shanthamallu, U.S., Thiagarajan, J.J., Song, H. and 1 more (...) (2020). GrAMME: Semisupervised learning using multilayered graph attention models. *IEEE Transactions on Neural Networks and Learning Systems*, 31(10), 3977–3988. 10.1109/TNNLS.2019.2948797

Pankajakshan, R., Lin, P.-H., Sjögreen, B. (2020). Porting a 3D seismic modeling code (SW4) to CORAL machines. *IBM Journal of Research and Development*, 64(3–4). 10.1147/JRD.2019.2960218

Zhang, S., Marshall, M.C., Yang, L.H. and 13 more (**Gaffney, J.A.**) (2020). Benchmarking boron carbide equation of state using computation and experiment. *Physical Review E*, 102(5). 10.1103/PhysRevE.102.053203

Choi, Y., Boncoraglio, G., Anderson, S. and 2 more (...) (2020). Gradient-based constrained optimization using a database of linear reduced-order models. *Journal of Computational Physics*, 423. 10.1016/j.jcp.2020.109787

Xu, Y., Hu, Z., Mili, L. and 2 more (...) (2020). Probabilistic power flow based on a Gaussian process emulator. *IEEE Transactions on Power Systems*, 35(4), 3278–3281. 10.1109/TPWRS.2020.2983603

Thomas, C.A., Campbell, E.M., Baker, K.L. and 31 more (...) (2020). Deficiencies in compression and yield in X-ray-driven implosions. *Physics of Plasmas*, 27(11). 10.1063/5.0022187

Anirudh, R., Thiagarajan, J.J., Bremer, P.-T. and 1 more (...) (2020). Improved surrogates in inertial confinement fusion with manifold and cycle consistencies. *Proceedings of the National Academy of Sciences of the United States of America*, 117(18), 9741–9746. 10.1073/pnas.1916634117

Klacansky, P., Gyulassy, A., Bremer, P.-T. and 1 more (...) (2020). Toward localized topological data structures: Querying the forest for the tree. *IEEE Transactions on Visualization and Computer Graphics*, 26(1), 173–183. 10.1109/TVCG.2019.2934257

Dobrev, V., Knupp, P., Kolev, T. and 3 more (**Tomov, V.**) (2020). Simulation-driven optimization of high-order meshes in ALE hydrodynamics. *Computers and Fluids*, 208. 10.1016/j.compfluid.2020.104602

Reza, T., Ripeanu, M., Sanders, G. and 1 more (**Pearce, R.**) (2020). Towards interactive pattern search in massive graphs. *Proceedings of the 3rd ACM SIGMOD Joint International Workshop on Graph Data Management Experiences and Systems and Network Data Analytics, GRADES-NDA 2020*.10.1145/3398682.3399166

Xu, Y., Mili, L., Chen, X. and 2 more (...) (2020). A Bayesian approach to real-time dynamic parameter estimation using phasor measurement unit measurement. *IEEE Transactions on Power Systems*, 35(2), 1109–1119. 10.1109/TPWRS.2019.2942133

Anzt, H., Boman, E., Falgout, R. and 10 more (**Yang, U.M.**) (2020). Preparing sparse solvers for exascale computing. *Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences*, 378(2166). 10.1098/rsta.2019.0053

Pazner, W. (2020). Efficient low-order refined preconditioners for high-order matrix-free continuous and discontinuous Galerkin methods. *SIAM Journal on Scientific Computing*, 42(5), A3055–A3083. 10.1137/19M1282052

Thomas, C.A., Campbell, E.M., Baker, K.L. and 31 more (...) (2020). Experiments to explore the influence of pulse shaping at the National Ignition Facility. *Physics of Plasmas*, 27(11). 10.1063/5.0019193

Feiger, B., Gounley, J., Adler, D. and 9 more (...) (2020). Accelerating massively parallel hemodynamic models of coarctation of the aorta using neural networks. *Scientific Reports*, 10(1). 10.1038/s41598-020-66225-0

Swain, B., Li, Y., Liu, P. and 3 more (**Laguna, I.**, **Georgakoudis, G.**) (2020). Ompracer: A scalable and precise static race detector for OpenMP programs. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.10.1109/SC41405.2020.00058

Knueven, B., Ostrowski, J., Watson, J.-P. (2020). A novel matching formulation for startup costs in unit commitment. *Mathematical Programming Computation*, 12(2), 225–248. 10.1007/s12532-020-00176-5

Haut, T.S., Southworth, B.S., Maginot, P.G. and 1 more (**Tomov, V.Z.**) (2020). Diffusion synthetic acceleration preconditioning for discontinuous Galerkin discretizations of SN transport on high-order curved meshes. *SIAM Journal on Scientific Computing*, 42(5), B1271–B1301. 10.1137/19M124993X

Skjellum, A., Rüfenacht, M., Sultana, N. and 3 more (**Laguna, I.**., **Mohror, K.**) (2020). ExaMPI: A modern design and implementation to accelerate message passing interface innovation. *Communications in Computer and Information Science*, 1087153–169. 10.1007/978-3-030-41005-6_11

Peng, I., Wu, K., Ren, J. and 2 more (**Gokhale, M.**) (2020). Demystifying the performance of HPC scientific applications on NVM-based memory systems. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020*, 916–925. 10.1109/IPDPS47924.2020.00098

Belyaev, M.A., Berger, R.L., Jones, O.S. and 4 more (...) (2020). Laser propagation in a subcritical foam: subgrid model. *Physics of Plasmas*, 27(11). 10.1063/5.0022952

Samuel, D., Khan, S., Balos, C.J. and 5 more (...) (2020). A2Cloud-RF: A random forest based statistical framework to guide resource selection for high-performance scientific computing on the cloud. *Concurrency Computation*, 32(24). 10.1002/cpe.5942

Yee, B.C., Olivier, S.S., Haut, T.S. and 3 more (**Tomov, V.Z.**) (2020). A quadratic programming flux correction method for high-order DG discretizations of SN transport. *Journal of Computational Physics*, 419. 10.1016/j.jcp.2020.109696

Rodgers, A.J., Pitarka, A., Pankajakshan, R. and 2 more (**Petersson, N.A.**) (2020). Regional-scale 3d ground-motion simulations of mw 7 earthquakes on the hayward fault, Northern California resolving frequencies 0–10 Hz and including site-response corrections. *Bulletin of the Seismological Society of America*, 110(6), 2862–2881. 10.1785/0120200147

Ruby, J.J., Rygg, J.R., Chin, D.A. and 9 more (**Gaffney, J.A.**) (2020). Energy flow in thin shell implosions and explosions. *Physical Review Letters*, 125(21). 10.1103/PhysRevLett.125.215001

Munafò, A., Vogiatzis, K., Ghosh, D. and 3 more (...) (2020). High-order techniques for multi-component turbulent non-equilibrium hypersonic flows. *AIAA Scitech 2020 Forum*, 1. 10.2514/6.2020-2193

Thomas, C.A., Campbell, E.M., Baker, K.L. and 31 more (...) (2020). Principal factors in performance of indirect-drive laser fusion experiments. *Physics of Plasmas*, 27(11). 10.1063/5.0019191

Franco, M., Camier, J.-S., Andrej, J. and 1 more (**Pazner, W.**) (2020). High-order matrix-free incompressible flow solvers with GPU acceleration and low-order refined preconditioners. *Computers and Fluids*, 203. 10.1016/j.compfluid.2020.104541

Smalyuk, V.A., Weber, C.R., Landen, O.L. and 49 more (...) (2020). Recent and planned hydrodynamic instability experiments on indirect-drive implosions on the National Ignition Facility. *High Energy Density Physics*, 36. 10.1016/j.hedp.2020.100820

Xu, Y., Mili, L., Korkali, M. and 3 more (**Chen, X.**) (2020). A data-driven nonparametric approach for probabilistic load-margin assessment considering wind power penetration. *IEEE Transactions on Power Systems*, 35(6), 4756–4768. 10.1109/TPWRS.2020.2987900

White, D.A., Choi, Y., Kudo, J. (2020). A dual mesh method with adaptivity for stress-constrained topology optimization. *Structural and Multidisciplinary Optimization*, 61(2), 749–762. 10.1007/s00158-019-02393-6

Brust, J.J., Marcia, R.F., Petra, C.G. (2020). Computationally efficient decompositions of oblique projection matrices. SIAM Journal on Matrix Analysis and Applications, 41(2), 852–870. 10.1137/19M1288115

Sultana, N., Rüfenacht, M., Skjellum, A. and 3 more (**Laguna, I.**, **Mohror, K.**) (2020). Understanding the use of message passing interface in exascale proxy applications. *Concurrency Computation*.10.1002/cpe.5901

Thiagarajan, J.J., Venkatesh, B., Anirudh, R. and 4 more (**Bremer, P.-T.**, **Gaffney, J.**) (2020). Designing accurate emulators for scientific processes using calibration-driven deep models. *Nature Communications*, 11(1). 10.1038/s41467-020-19448-8

Laguna, I. (2020). Varity: Quantifying floating-point variations in HPC systems through randomized testing. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020*, 622–633. 10.1109/IPDPS47924.2020.00070

Schordan, M., Oppelstrup, T., Thomsen, M.K. and 1 more (...) (2020). Reversible languages and incremental state saving in optimistic parallel discrete event simulation. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 12070187–207. 10.1007/978-3-030-47361-7_9

Huang, D.Z., Pazner, W., Persson, P.-O. and 1 more (...) (2020). High-order partitioned spectral deferred correction solvers for multiphysics problems. *Journal of Computational Physics*, 412. 10.1016/j.jcp.2020.109441

Wu, K., Peng, I., Ren, J. (2020). Ribbon: High performance cache line flushing for persistent memory. *Parallel Architectures and Compilation Techniques - Conference Proceedings*, PACT, 428–439. 10.1145/3410463.3414625

Kritsuk, A.G., Yee, H.C., Sjögreen, B. and 1 more (...) (2020). Comparative study of high order methods for subsonic turbulence simulation with stochastic forcing. *Journal of Physics: Conference Series*, 1623(1). 10.1088/1742-6596/1623/1/012010

Southworth, B.S., Holec, M., Haut, T.S. (2020). Diffusion synthetic acceleration for heterogeneous domains, compatible with voids. *Nuclear Science and Engineering*.10.1080/00295639.2020.1799603

Wan, H., Woodward, C.S., Zhang, S. and 7 more (**Gardner, D.J.**) (2020). Improving time step convergence in an atmosphere model with simplified physics: The impacts of closure assumption and process coupling. *Journal of Advances in Modeling Earth Systems*, 12(10). 10.1029/2019MS001982

Kalchev, D.Z., Manteuffel, T.A. (2020). A least-squares finite element method based on the Helmholtz decomposition for hyperbolic balance laws. *Numerical Methods for Partial Differential Equations*, 36(6), 1418–1445. 10.1002/num.22480

Moore, A.S., Meezan, N.B., Milovich, J. and 19 more (...) (2020). Foam-lined hohlraum, inertial confinement fusion experiments on the National Ignition Facility. *Physical Review E*, 102(5). 10.1103/PhysRevE.102.051201

Chakraborty, I., Nandanoori, S.P., Kundu, S. and 1 more (...) (2020). Stochastic virtual battery modeling of uncertain electrical loads using variational autoencoder. *Proceedings of the American Control Conference*, 2020-1305–1310. 10.23919/ACC45564.2020.9147609

Guo, L., Georgakoudis, G., Parasyris, K. and 2 more (Laguna, I.) (2020). MATCH: An MPI fault tolerance benchmark suite. *Proceedings - 2020 IEEE International Symposium on Workload Characterization, IISWC 2020*, 60–71. 10.1109/IISWC50251.2020.00015

Qin, K.K., Salim, F.D., Ren, Y. and 3 more (...) (2020). G-CREWE: Graph CompREssion with Embedding for Network Alignment. *International Conference on Information and Knowledge Management, Proceedings*, 1255–1264. 10.1145/3340531.3411924

Hu, Z., Xu, Y., Korkali, M. and 3 more (...) (2020). Uncertainty quantification in stochastic economic dispatch using Gaussian process emulation. *2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020*.10.1109/ISGT45199.2020.9087714

Glandon, R., Tranquilli, P., Sandu, A. (2020). Biorthogonal Rosenbrock–Krylov time discretization methods. *Applied Numerical Mathematics*, 150233–251. 10.1016/j.apnum.2019.09.003

DeFreez, D., Bhowmick, A., Laguna, I. and 1 more (...) (2020). Detecting and reproducing error-code propagation bugs in MPI implementations. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 187–201. 10.1145/3332466.3374515

Pirkelbauer, P., Lin, P.-H., Vanderbruggen, T. and 1 more (...) (2020). XPlacer: Automatic analysis of data access patterns on heterogeneous CPU/GPU systems. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020*, 997–1007. 10.1109/IPDPS47924.2020.00106

Christopher, J., Gao, X., Guzik, S. and 2 more (**Falgout, R.D.**) (2020). Parallel in time for a fully space-time adaptive mesh refinement algorithm. *AIAA Scitech 2020 Forum*, 1. 10.2514/6.2020-0340

Wang, C., Sun, J., Snir, M. and 2 more (**Mohror, K.**) (2020). Recorder 2.0: Efficient parallel I/O tracing and analysis. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020*, 1052–1059. 10.1109/IPDPSW50202.2020.00176

Narayanaswamy, V., Thiagarajan, J.J., Anirudh, R. and 1 more (...) (2020). Unsupervised audio source separation using generative priors. *Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH*, 2020-2657-2661. 10.21437/Interspeech.2020-3115

Kalchev, D.Z., Vassilevski, P.S. (2020). Auxiliary space preconditioning of finite element equations using a nonconforming interior penalty reformulation and static condensation. *SIAM Journal on Scientific Computing*, 42(3), A1741–A1764. 10.1137/19M1286815

Shanthamallu, U.S., Thiagarajan, J.J., Spanias, A. (2020). A regularized attention mechanism for graph attention networks. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2020-3372-3376. 10.1109/ICASSP40776.2020.9054363

Calotoiu, A., Copik, M., Hoefler, T. and 3 more (...) (2020). Extrapeak: Advanced automatic performance modeling for HPC applications. *Lecture Notes in Computational Science and Engineering*, 136453–482. 10.1007/978-3-030-47956-5_15

Brunner, T.A., Haut, T.S., Nowak, P.F. (2020). Nonlinear elimination applied to radiation diffusion. *Nuclear Science and Engineering*, 194(11), 939–951. 10.1080/00295639.2020.1747262

Gillette, A., Hu, K., Zhang, S. (2020). Nonstandard finite element de Rham complexes on cubical meshes. *BIT Numerical Mathematics*, 60(2), 373–409. 10.1007/s10543-019-00779-y

Thayer, S., Gopalakrishnan, G.L., Briggs, I. and 4 more (**Ahn, D.H.**, **Laguna, I.**) (2020). Archergear: Data race equivalencing for expeditious HPC debugging. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 425–426. 10.1145/3332466.3374504

Kumbhare, N., Akoglu, A., Marathe, A. and 2 more (**Abdulla, G.**) (2020). Dynamic power management for value-oriented schedulers in power-constrained HPC system. *Parallel Computing*, 99. 10.1016/j.parco.2020.102686

Sjögreen, B., Yee, H.C., Kotov, D. and 1 more (...) (2020). Skew-symmetric splitting for multiscale gas dynamics and MHD turbulence flows. *Journal of Scientific Computing*, 83(3). 10.1007/s10915-020-01225-w

Vogman, G.V., Hammer, J.H., Shumlak, U. and 1 more (...) (2020). Two-fluid and kinetic transport physics of Kelvin–Helmholtz instabilities in nonuniform low-beta plasmas. *Physics of Plasmas*, 27(10). 10.1063/5.0014489

Liu, S., Gaffney, J., Peterson, L. and 13 more (**Bhatia, H.**, **Bremer, P.-T.**, **Anirudh, R.**, **Thiagarajan, J.J.**, **Jacobs, S.A.**, **Van Essen, B.C.**, **Hysom, D.**) (2020). Scalable topological data analysis and visualization for evaluating data-driven models in scientific applications. *IEEE Transactions on Visualization and Computer Graphics*, 26(1), 291–300. 10.1109/TVCG.2019.2934594

Radhakrishnan, N., Chakraborty, I., Xie, J. and 4 more (...) (2020). Improving primary frequency response in networked microgrid operations using multilayer perceptron-driven reinforcement learning. *IET Smart Grid*, 3(4), 500–507. 10.1049/iet-stg.2019.0261

Choi, J., Richards, D.F., Kale, L.V. and 1 more (...) (2020). End-to-end performance modeling of distributed GPU applications. *Proceedings of the International Conference on Supercomputing*.10.1145/3392717.3392737

Anirudh, R., Thiagarajan, J.J., Kailkhura, B. and 1 more (**Bremer, P.-T.**) (2020). MimicGAN: Robust projection onto image manifolds with corruption mimicking. *International Journal of Computer Vision*, 128(10–11), 2459–2477. 10.1007/s11263-020-01310-5

Hanophy, J., Southworth, B.S., Li, R. and 2 more (...) (2020). Parallel approximate ideal restriction multigrid for solving the SN transport equations. *Nuclear Science and Engineering*, 194(11), 989–1008. 10.1080/00295639.2020.1747263

Humphreys, D., Kupresanin, A., Boyer, M.D. and 10 more (**Hittinger, J.**) (2020). Advancing fusion with machine learning research needs workshop report. *Journal of Fusion Energy*, 39(4), 123–155. 10.1007/s10894-020-00258-1

Constantinescu, E.M., Petra, N., Bessac, J. and 1 more (**Petra, C.G.**) (2020). Statistical treatment of inverse problems constrained by differential equations-based models with stochastic terms. *SIAM-ASA Journal on Uncertainty Quantification*, 8(1), 170–197. 10.1137/18M122073X

Chien, S.W.D., Nylund, J., Bengtsson, G. and 3 more (...) (2020). SputniPIC: An implicit particle-in-cell code for multi-GPU systems. *Proceedings - Symposium on Computer Architecture and High Performance Computing*, 2020-149-156. 10.1109/SBAC-PAD49847.2020.00030

Bello-Maldonado, P.D., Kolev, T.V., Rieben, R.N. and 1 more (**Tomov, V.Z.**) (2020). A matrix-free hyperviscosity formulation for high-order ALE hydrodynamics. *Computers and Fluids*, 205. 10.1016/j.compfluid.2020.104577

Fox, A., Diffenderfer, J., Hittinger, J. and 2 more (**Sanders, G.**, **Lindstrom, P.**) (2020). Stability analysis of inline ZFP compression for floating-point data in iterative methods. *SIAM Journal on Scientific Computing*, 42(5), A2701–A2730. 10.1137/19M126904X

Ricketson, L.F., Chacón, L. (2020). An energy-conserving and asymptotic-preserving charged-particle orbit implicit time integrator for arbitrary electromagnetic fields. *Journal of Computational Physics*, 418. 10.1016/j.jcp.2020.109639

Mendonça, G.S.D., Liao, C., Pereira, F.M.Q. (2020). AutoParBench: A unified test framework for OpenMP-based parallelizers. *Proceedings of the International Conference on Supercomputing*.10.1145/3392717.3392744

Kandakatla, A.R., Chandan, V., Kundu, S. and 3 more (**Chakraborty, I.**) (2020). Towards trust-augmented visual analytics for data-driven energy modeling. *Proceedings - 2020 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2020*, 16–21. 10.1109/TREX51495.2020.00007

Zhang, J., Kailkhura, B., Yong-Jin Han, T. (2020). Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning. *37th International Conference on Machine Learning, ICML 2020*, 168147-1511051-11062.

Chowdhury, F., Zhu, Y., DI Natale, F. and 4 more (**Mohror, K.**) (2020). Emulating I/O behavior in scientific workflows on high performance computing systems. *Proceedings of PDSW 2020: IEEE/ACM 5th International Parallel Data Systems Workshop, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 34–39. 10.1109/PDSW51947.2020.00011

Christopher, J., Falgout, R.D., Schroder, J.B. and 2 more (...) (2020). A space-time parallel algorithm with adaptive mesh refinement for computational fluid dynamics. *Computing and Visualization in Science*, 23(1–4). 10.1007/s00791-020-00334-1

Das, A., Mueller, F., Rountree, B. (2020). Aarohi: Making real-time node failure prediction feasible. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020*, 1092–1101. 10.1109/IPDPS47924.2020.00115

Goumiri, I.R., Priest, B.W., Schneider, M.D. (2020). Reinforcement learning via Gaussian processes with neural network dual kernels. *IEEE Conference on Computational Intelligence and Games, CIG*, 2020-81-88. 10.1109/CoG47356.2020.9231744

Xu, K., Liu, S., Chen, P.-Y. and 4 more (**Kailkhura, B.**) (2020). Towards an efficient and general framework of robust training for graph neural networks. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2020-8479-8483. 10.1109/ICASSP40776.2020.9054465

Parasyris, K., Laguna, I., Menon, H. and 5 more (**Osei-Kuffuor, D.**, **Georgakoudis, G.**) (2020). HPC-MixPBench: An HPC benchmark suite for mixed-precision analysis. *Proceedings - 2020 IEEE International Symposium on Workload Characterization, IISWC 2020*, 25–36. 10.1109/IISWC50251.2020.00012

Ortega, M.I., Slaybaugh, R.N., Brown, P.N. and 2 more (...) (2020). A Rayleigh quotient method for criticality eigenvalue problems in neutron transport. *Annals of Nuclear Energy*, 138. 10.1016/j.anucene.2019.107120

Cai, D., Vassilevski, P.S. (2020). Eigenvalue problems for exponential-type kernels. *Computational Methods in Applied Mathematics*, 20(1), 61–78. 10.1515/cmam-2018-0186

Chakraborty, I., Nandanoori, S.P., Kundu, S. and 1 more (...) (2020). Data-driven predictive flexibility modeling of distributed energy resources. *Artificial Intelligence Techniques for a Scalable Energy Transition: Advanced Methods, Digital Technologies, Decision Support Tools, and Applications*, 311–343. 10.1007/978-3-030-42726-9_12

Irwin, D., Mohror, K. (2020). Program Chairs’ Welcome. *HPDC 2020 - Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing*, V–VI.

Chen, X., Heimann, M., Vahedian, F. and 1 more (...) (2020). CONE-Align: Consistent network alignment with proximity-preserving node embedding. *International Conference on Information and Knowledge Management, Proceedings*, 1985–1988. 10.1145/3340531.3412136

Koneripalli, K., Lohit, S., Anirudh, R. and 1 more (...) (2020). Rate-invariant autoencoding of time-series. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2020-3732-3736. 10.1109/ICASSP40776.2020.9053983

Chien, S.W.D., Peng, I.B., Markidis, S. (2020). Posit NPB: Assessing the precision improvement in HPC scientific applications. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 12043301–310. 10.1007/978-3-030-43229-4_26

Wu, X., Marathe, A., Jana, S. and 7 more (...) (2020). Toward an end-to-end auto-tuning framework in HPC PowerStack. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2020-473-483. 10.1109/CLUSTER49012.2020.00068

Vuchkov, R.G., Petra, C.G., Petra, N. (2020). On the derivation of quasi-Newton formulas for optimization in function spaces. *Numerical Functional Analysis and Optimization*, 1564–1587. 10.1080/01630563.2020.1785496

Chakraborty, I., Chen, Y., Li, J. and 1 more (...) (2020). Theoretical development of controller transfer applied to dynamical systems. *e-Energy 2020 - Proceedings of the 11th ACM International Conference on Future Energy Systems*, 445–453. 10.1145/3396851.3402368

Falk, K., Fontes, C.J., Fryer, C.L. and 6 more (...) (2020). Experimental observation of elevated heating in dynamically compressed CH foam. *Plasma Physics and Controlled Fusion*, 62(7). 10.1088/1361-6587/ab8bb3

Georgakoudis, G., Doerfert, J., Laguna, I. and 1 more (**Scogland, T.R.W.**) (2020). FAROS: A framework to analyze OpenMP compilation through benchmarking and compiler optimization analysis. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 122953–17. 10.1007/978-3-030-58144-2_1

Sjögreen, B., Yee, H.C. (2020). Two decades old entropy stable method for the Euler equations revisited. *Lecture Notes in Computational Science and Engineering*, 134273–283. 10.1007/978-3-030-39647-3_21

Minah Yang, L., Fox, A. (2020). Analysis of floating-point round-off error in linear algebra routines for graph clustering. *2020 IEEE High Performance Extreme Computing Conference, HPEC 2020*.10.1109/HPEC43674.2020.9286190

Lee, C.S., Hamon, F., Castelletto, N. and 2 more (**Vassilevski, P.S.**) (2020). Nonlinear multigrid based on local spectral coarsening for heterogeneous diffusion problems. *Computer Methods in Applied Mechanics and Engineering*, 372. 10.1016/j.cma.2020.113432

Singh, B., Knueven, B., Watson, J.-P. (2020). Modeling flexible generator operating regions via chance-constrained stochastic unit commitment. *Computational Management Science*, 17(2), 309–326. 10.1007/s10287-020-00368-3

Gunther, S., Falgout, R.D., Top, P. and 2 more (**Woodward, C.S.**) (2020). Parallel-in-time solution of power systems with unscheduled events. *IEEE Power and Energy Society General Meeting*.10.1109/PESGM41954.2020.9281595

Partha, M.A., Ponce, C.V. (2020). MAC: Multilevel Autonomous Clustering for topologically distributed anomaly detection. *Studies in Computational Intelligence*, 881747–760. 10.1007/978-3-030-36687-2_62

Schordan, M. (2020). Introduction of the Software Technology Department. *IT Professional*, 22(2), 10–13. 10.1109/MITP.2019.2957619

Lindstrom, P. (2020). Variable-radix coding of the reals. *Proceedings - Symposium on Computer Arithmetic*, 2020-111-116. 10.1109/ARITH48897.2020.00024

Yee, H.C., Sjögreen, B. (2020). On entropy conservation and kinetic energy preservation methods. *Journal of Physics: Conference Series*, 1623(1). 10.1088/1742-6596/1623/1/012020

Xu, Y., Karra, K., Mili, L. and 3 more (...) (2020). Probabilistic load-margin assessment using vine copula and gaussian process emulation. *IEEE Power and Energy Society General Meeting*.10.1109/PESGM41954.2020.9281551

KALCHEV, D.Z., VASSILEVSKI, P. (2020). A condensed constrained nonconforming mortar-based approach for preconditioning finite element discretization problems. *SIAM Journal on Scientific Computing*, 42(5), A3136–A3156. 10.1137/19M1305690

Kim, S., Park, S., Chung, S. and 5 more (...) (2020). Learning to focus and track extreme climate events. *30th British Machine Vision Conference 2019, BMVC 2019*.

Ryan, K., Ahmed, S., Dey, S.S. and 3 more (**Watson, J.-P.**) (2020). Optimization-driven scenario grouping. *INFORMS Journal on Computing*, 32(3), 805–821. 10.1287/ijoc.2019.0924

Brock, B., Buluc, A., Mattson, T.G. and 5 more (Pearce, R.) (2020). Considerations for a distributed GraphBLAS API. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020*, 215–218. 10.1109/IPDPSW50202.2020.00048

Dey, T., Sato, K., Nicolae, B. and 5 more (**Mohror, K.**) (2020). Optimizing asynchronous multi-level checkpoint/restart configurations with machine learning. *Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020*, 1036–1043. 10.1109/IPDPSW50202.2020.00174

Sattigeri, P., Ramamurthy, K.N., Thiagarajan, J.J. and 1 more (**Kailkhura, B.**) (2020). Treeview and disentangled representations for explaining deep neural networks decisions. *Conference Record - Asilomar Conference on Signals, Systems and Computers*, 2020-284-288. 10.1109/IEEECONF51394.2020.9443487

Verma, G., Shi, Y., Liao, C. and 2 more (...) (2020). Enhancing DataRaceBench for evaluating data race detection tools. *Proceedings of Correctness 2020: 4th International Workshop on Software Correctness for HPC Applications, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 20–30. 10.1109/Correctness51934.2020.00008

Beams, N., Abdelfattah, A., Tomov, S. and 3 more (**Kolev, T.**) (2020). High-order finite element method using standard and device-level batch GEMM on GPUs. *Proceedings of ScalA 2020: 11th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 53–60. 10.1109/ScalA51936.2020.00012

Chen, C., Chen, Z., Zhou, Y. and 1 more (**Kailkhura, B.**) (2020). FedCluster: Boosting the convergence of federated learning via cluster-cycling. *Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020*, 5017–5026. 10.1109/BigData50022.2020.9377960

Soper, B.C., Nygård, M., Abdulla, G. and 2 more (...) (2020). A hidden Markov model for population-level cervical cancer screening data. *Statistics in Medicine*, 39(25), 3569–3590. 10.1002/sim.8681

Maiti, A., Venkat, A., Kosiba, G.D. and 8 more (**Bremer, P.-T.**) (2020). Topological analysis of X-ray CT data for the recognition and trending of subtle changes in microstructure under material aging. *Computational Materials Science*, 182. 10.1016/j.commatsci.2020.109782

Noordsij, L., Vlugt, S.V.D., Bamakhrama, M.A. and 2 more (**Lindstrom, P.**) (2020). Parallelization of variable rate decompression through metadata. *Proceedings - 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2020*, 245–252. 10.1109/PDP50117.2020.00045

Iles, R.A., Sottile, M.J., Amram, O. and 2 more (...) (2020). Variable cognition in ABM decision-making: An application to livestock vaccine choice. *Frontiers in Veterinary Science*, 7. 10.3389/fvets.2020.564290

Falk, K., Holec, M., Fontes, C.J. and 6 more (...) (2020) .Erratum: Measurement of preheat due to nonlocal electron transport in warm dense matter. *Physical Review Letters*, 124(15). 10.1103/PhysRevLett.124.159901

Steil, T., McMillan, S., Sanders, G. and 2 more (**Pearce, R.**, **Priest, B.**) (2020). Kronecker graph generation with ground truth for 4-Cycles and dense structure in bipartite graphs.

Wilches-Bernal, F., Knueven, B., Staid, A. and 1 more (**Watson, J.-P.**) (2020). Models and analysis of fuel switching generation impacts on power system resilience. *IEEE Power and Energy Society General Meeting*.10.1109/PESGM41954.2020.9281550

Bhatele, A., Knupfer, A., Boehme, D. and 1 more (...) (2020). Message from the ProTools 2020 Workshop Chairs. *Proceedings of 2020 IEEE/ACM International Workshop on HPC User Support Tools, HUST 2020 and the Workshop on Programming and Performance Visualization Tools, ProTools 2020 - Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*.10.1109/HUSTProtools51951.2020.00005

Wang, T., Jain, N., Boehme, D. and 3 more (**Beckingsale, D.**, **Gamblin, T.**) (2020). CodeSeer: Input-dependent code variants selection via machine learning. *Proceedings of the International Conference on Supercomputing*.10.1145/3392717.3392741

Vogl, C.J., Wan, H., Zhang, S. and 2 more (**Woodward, C.S.**) (2020). Improving time step convergence in an atmosphere model with simplified physics: Using mathematical rigor to avoid nonphysical behavior in a parameterization. *Journal of Advances in Modeling Earth Systems*, 12(10). 10.1029/2019MS001974

Markidis, S., Peng, I., Podobas, A. and 3 more (...) (2020). Automatic particle trajectory classification in plasma simulations. *Proceedings of 2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC 2020 and Workshop on Artificial Intelligence and Machine Learning for Scientific Applications, AI4S 2020 - Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 64–71. 10.1109/MLHPCAI4S51975.2020.00014

Peng, I., Pearce, R., Gokhale, M. (2020). On the memory underutilization: Exploring disaggregated memory on HPC systems. *Proceedings - Symposium on Computer Architecture and High Performance Computing*, 2020-183-190. 10.1109/SBAC-PAD49847.2020.00034

Reza, T., Ripeanu, M., Sanders, G. and 1 more (**Pearce, R.**) (2020). Labeled triangle indexing for efficiency gains in distributed interactive subgraph search. *Proceedings of IA3 2020: 10th Workshop on Irregular Applications: Architectures and Algorithms, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 45–53. 10.1109/IA351965.2020.00012

Paul, A.K., Faaland, O., Moody, A. and 3 more (**Mohror, K.**) (2020). Understanding HPC application I/O behavior using system level statistics. *Proceedings - 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics, HiPC 2020*, 202–211. 1109/HiPC50609.2020.00034

Priest, B.W., Dunton, A., Sanders, G. (2020). Scaling graph clustering with distributed sketches. *2020 IEEE High Performance Extreme Computing Conference, HPEC 2020*.10.1109/HPEC43674.2020.9286252

Park, C., Kim, H., Lee, K. (2020). A visualization system for performance analysis of image classification models. *IS and T International Symposium on Electronic Imaging Science and Technology*, 2020(1). 10.2352/ISSN.2470-1173.2020.1.VDA-375

Peterson, C., Wilson, A., Pirkelbauer, P. and 1 more (...) (2020). Optimized transactional data structure approach to concurrency control for in-memory databases. *Proceedings - Symposium on Computer Architecture and High Performance Computing*, 2020-107-115. 10.1109/SBAC-PAD49847.2020.00025

Schafer, D., Laguna, I., Skjellum, A. and 2 more (**Mohror, K.**) (2020). Extending the MPI stages model of fault tolerance. *Proceedings of ExaMPI 2020: Exascale MPI Workshop, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 52–61. 10.1109/ExaMPI52011.2020.00011

Guo, H., Laguna, I., Rubio-Gonzalez, C. (2020). Pliner: Isolating lines of floating-point code for compiler-induced variability. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.10.1109/SC41405.2020.00053

Neth, B., Scogland, T.R.W., Strout, M.M. and 1 more (...) (2020). Unified sequential optimization directives in OpenMP. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 1229585–97. 10.1007/978-3-030-58144-2_6

Kamath, C. (2020). Compressing unstructured mesh data from simulations using machine learning. *International Journal of Data Science and Analytics*, 9(1), 113–130. 10.1007/s41060-019-00180-6

Mohror, K., Snir, M. (2020). First IEEE International Workshop on High-Performance Storage (HPS).

Dahm, J.P., Richards, D.F., Black, A. and 8 more (**Karlin, I.**, **Neely, J.R.**, **Pearce, O.**) (2020). Sierra Center of Excellence: Lessons learned. *IBM Journal of Research and Development*, 64(3–4). 10.1147/JRD.2019.2961069

Bhatia, H., Kirby, R.M., Pascucci, V. and 1 more (...) (2020). Vector field decompositions using multiscale Poisson kernel. *IEEE Transactions on Visualization and Computer Graphics*.10.1109/TVCG.2020.2984413

Nguyen, C., Yang, J., Curtis, J. and 2 more (...) (2020). Regimes of impact-induced erosion of particles of varying strength. *AIChE Annual Meeting, Conference Proceedings*.

Brink, S., Lumsden, I., Scully-Allison, C. and 6 more (**Pearce, O.**, **Gamblin, T.**) (2020). Usability and performance improvements in Hatchet. *Proceedings of 2020 IEEE/ACM International Workshop on HPC User Support Tools, HUST 2020 and the Workshop on Programming and Performance Visualization Tools, ProTools 2020 - Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 49–58. 10.1109/HUSTProtools51951.2020.00013

Jiang, M., Gallagher, B., Chu, A. and 2 more (**Abdulla, G.**) (2020). Exploiting Spark for HPC simulation data: Taming the ephemeral data explosion. *ACM International Conference Proceeding Series*, 150–160. 10.1145/3368474.3368482

Bui, Q.M., Elman, H.C. (2020). Semi-smooth Newton methods for nonlinear complementarity formulation of compositional two-phase flow in porous media. *Journal of Computational Physics*, 407. 10.1016/j.jcp.2019.109163

Davis, P.E., Subedi, P., Duan, S. and 3 more (**Ricketson, L.**, **Hittinger, J.A.F.**) (2020). Benesh: A programming model for coupled scientific workflows. *Proceedings of ESPM2 2020: 5th International IEEE Workshop on Extreme Scale Programming Models and Middleware, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 21–29. 10.1109/ESPM251964.2020.00008

Baker, K.L., Thomas, C.A., Dittrich, T.R. and 24 more (...) (2020). Fill tube dynamics in inertial confinement fusion implosions with high density carbon ablators. *Physics of Plasmas*, 27(11). 10.1063/5.0011385

Zeno, G., Fond, T.L., Neville, J. (2020). Dynamic network modeling from motif-activity. *The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020*, 390–397. 10.1145/3366424.3383301

Loveland, D., Kailkhura, B., Karande, P. and 2 more (...) (2020). Automated identification of molecular crystals’ packing motifs. *Journal of Chemical Information and Modeling*, 60(12), 6147–6154. 10.1021/acs.jcim.0c01134

Goujard, G., Watson, J.-P., Woodruff, D.L. (2020). Mape_Maker: A scenario creator. *Energy Systems*.10.1007/s12667-020-00408-6

Laguna, I., Rubio-González, C. (2020). Message from the Workshop Chairs. *Proceedings of Correctness 2020: 4th International Workshop on Software Correctness for HPC Applications, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*.10.1109/Correctness51934.2020.00004

Tsiokanos, I., Mukhanov, L., Georgakoudis, G. and 2 more (...) (2020). DEFCON: Generating and detecting failure-prone instruction sequences via stochastic search. *Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020*, 1121–1126. 10.23919/DATE48585.2020.9116363

Goncalves, A., Soper, B., Nygård, M. and 4 more (...) (2020). Improving five-year survival prediction via multitask learning across HPV-related cancers. *PLoS ONE*, 15(11). 10.1371/journal.pone.0241225

Mittal, K., Dutta, S., Fischer, P. (2020). Direct numerical simulation of rotating ellipsoidal particles using moving nonconforming Schwarz-spectral element method. *Computers and Fluids*, 205. 10.1016/j.compfluid.2020.104556

Elis, B., Yang, D., Pearce, O. and 2 more (**Mohror, K.**) (2020). QMPI: A next generation MPI profiling interface for modern HPC platforms. *Parallel Computing*, 96. 10.1016/j.parco.2020.102635

Aasawat, T., Reza, T., Yoshizoe, K. and 1 more (...) (2020). HyGN: Hybrid Graph Engine for NUMA. *Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020*, 383–390. 10.1109/BigData50022.2020.9378430

Chien, S.W.D., Podobas, A., Peng, I.B. and 1 more (...) (2020). Tf-Darshan: Understanding fine-grained I/O performance in machine learning workloads. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2020-359-370. 10.1109/CLUSTER49012.2020.00046

Kustowski, B., Gaffney, J.A., Spears, B.K. and 3 more (**Thiagarajan, J.J.**, **Anirudh, R.**) (2020). Erratum: Transfer learning as a tool for reducing simulation bias: Application to inertial confinement fusion. *IEEE Transactions on Plasma Science*, 48(9). 10.1109/TPS.2020.3012229

Thiagarajan, J.J., Rajan, D., Katoch, S. and 1 more (...) (2020). DDxNet: A deep learning model for automatic interpretation of electronic health records, electrocardiograms and electroencephalograms. *Scientific Reports*, 10(1). 10.1038/s41598-020-73126-9

Gosselin, J., Wang, A., Pirkelbauer, P. and 3 more (**Liao, C.**) (2020). Extending FreeCompilerCamp.org as an online self-learning platform for compiler development. *Proceedings of EduHPC 2020: Workshop on Education for High Performance Computing, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 43–52. 10.1109/EduHPC51895.2020.00011

Wang, B., Bujack, R., Rosen, P. and 3 more (**Bhatia, H.**) (2020). Interpreting Galilean invariant vector field analysis via extended robustness. *Mathematics and Visualization*, 221–235. 10.1007/978-3-030-43036-8_14

Pan, B., Yang, Y., Liang, K. and 5 more (**Kailkhura, B.**) (2020). Adversarial mutual information for text generation. *37th International Conference on Machine Learning, ICML 2020*, 168147-107432-7442.

Thiagarajan, J.J., Venkatesh, B., Rajan, D. (2020). Learn-By-Calibrating: Using calibration as a training objective. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2020-3632-3636. 10.1109/ICASSP40776.2020.9053195

Alom, M.Z., Taha, T.M., Yakopcic, C. and 7 more (...) (2019). A state-of-the-art survey on deep learning theory and architectures. *Electronics* (Switzerland), 8(3).

Li, Z., Voisin, T., McKeown, J.T. and 5 more (...) (2019). Tensile properties, strain rate sensitivity, and activation volume of additively manufactured 316L stainless steels. *International Journal of Plasticity*, 120395–410.

Hopkins, L.B., Lepape, S., Divol, L. and 57 more (...) (2019). Toward a burning plasma state using diamond ablator inertially confined fusion (ICF) implosions on the National Ignition Facility (NIF). *Plasma Physics and Controlled Fusion*, 61(1).

Clark, D.S., Weber, C.R., Milovich, J.L. and 16 more (...) (2019). Three-dimensional modeling and hydrodynamic scaling of National Ignition Facility implosions. *Physics of Plasmas*, 26(5).

Beckingsale, D.A., Scogland, T.R.W., Burmark, J. and 7 more (...) (2019). RAJA: Portable performance for large-scale scientific applications. *Proceedings of P3HPC 2019: International Workshop on Performance, Portability and Productivity in HPC - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 71–81.

Kailkhura, B., Gallagher, B., Kim, S. and 2 more (...) (2019). Reliable and explainable machine-learning methods for accelerated material discovery. *Computational Materials*, 5(1).

Peng, I.B., Gokhale, M.B., Green, E.W. (2019). System evaluation of the Intel Optane byte-addressable NVM. *ACM International Conference Proceeding Series*, 304–315.

Springer, P.T., Hurricane, O.A., Hammer, J.H. and 41 more (...) (2019). A 3D dynamic model to assess the impacts of low-mode asymmetry, aneurysms and mix-induced radiative loss on capsule performance across inertial confinement fusion platforms. *Nuclear Fusion*, 59(3).

Gaffney, J.A., Brandon, S.T., Humbird, K.D. and 4 more (...) (2019). Making inertial confinement fusion models more predictive. *Physics of Plasmas*, 26(8).

Berger, R.L., Thomas, C.A., Baker, K.L. and 11 more (...) (2019). Stimulated backscatter of laser light from BigFoot hohlraums on the National Ignition Facility. *Physics of Plasmas*, 26(1).

Zhang, S., Lazicki, A., Militzer, B. and 18 more (...) (2019). Equation of state of boron nitride combining computation, modeling, and experiment. *Physical Review B*, 99(16).

Nicolae, B., Moody, A., Gonsiorowski, E. and 2 more (...) (2019). Veloc: Towards high performance adaptive asynchronous checkpointing at large scale. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019*, 911–920.

Clark, D.S., Weber, C.R., Kritcher, A.L. and 10 more (...) (2019). Modeling and projecting implosion performance for the National Ignition Facility. *Nuclear Fusion*, 59(3).

Kline, J.L., Batha, S.H., Benedetti, L.R. and 98 more (...) (2019). Progress of indirect drive inertial confinement fusion in the United States. *Nuclear Fusion*, 59(11).

White, J.A., Castelletto, N., Klevtsov, S. and 3 more (...) (2019). A two-stage preconditioner for multiphase poromechanics in reservoir simulation. *Computer Methods in Applied Mechanics and Engineering*, 357.

Menon, H., Lam, M.O., Osei-Kuffuor, D. and 4 more (...) (2019). ADAPT: Algorithmic differentiation applied to floating-point precision tuning. *Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018*, 614–626.

Kim, S., Kim, H., Lee, J. and 4 more (...) (2019). Deep-hurricane-tracker: Tracking and forecasting extreme climate events. *Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019*, 1761–1769.

Diffenderfer, J., Fox, A.L., Hittinger, J.A. and 2 more (...) (2019). Error analysis of ZFP compression for floating-point data. *SIAM Journal on Scientific Computing*, 41(3), A1867–A1898.

Rodgers, A.J., Pitarka, A., Anders Petersson, N. and 3 more (...) (2019). Broadband (0-5 Hz) fully deterministic 3D ground-motion simulations of a magnitude 7.0 Hayward fault earthquake: Comparison with empirical ground-motion models and 3D path and site effects from source normalized intensities. *Seismological Research Letters*, 90(3), 1268–1284.

Fan, Y.J. (2019). Autoencoder node saliency: Selecting relevant latent representations. *Pattern Recognition*, 88643–653.

Liu, S., Li, Z., Li, T. and 3 more (...) (2019). NLIZE: A perturbation-driven visual interrogation tool for analyzing and interpreting natural language inference models. *IEEE Transactions on Visualization and Computer Graphics*, 25(1), 651–660.

Choi, Y., Carlberg, K. (2019). Space-time least-squares Petrov–Galerkin projection for nonlinear model reduction. *SIAM Journal on Scientific Computing*, 41(1), A26–A58.

Nagaraj, S., Grosek, J., Petrides, S. and 2 more (...) (2019). A 3D DPG Maxwell approach to nonlinear Raman gain in fiber laser amplifiers. *Journal of Computational Physics*: X,2.

Xu, Y., Huang, C., Chen, X. and 4 more (...) (2019). Response-surface-based Bayesian inference for power system dynamic parameter estimation. *IEEE Transactions on Smart Grid*, 10(6), 5899–

5909.

Di Natale, F., Bhatia, H., Carpenter, T.S. and 22 more (...) (2019). A massively parallel infrastructure for adaptive multiscale simulations: Modeling RAS initiation pathway for cancer. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Dryden, N., Maruyama, N., Benson, T. and 3 more (...) (2019). Improving strong-scaling of CNN training by exploiting finer-grained parallelism. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019*, 210–220.

Haut, T.S., Maginot, P.G., Tomov, V.Z. and 3 more (...) (2019). An efficient sweep-based solver for the SN equations on high-order meshes. *Nuclear Science and Engineering*, 193(7), 746–759.

Bynum, M., Castillo, A., Watson, J.-P. and 1 more (...) (2019). Tightening McCormick relaxations toward global solution of the ACOPF problem. *IEEE Transactions on Power Systems*, 34(1), 814–817.

Howse, A.J., De Sterck, H., Falgout, R.D. and 2 more (...) (2019). Parallel-in-time multigrid with adaptive spatial coarsening for the linear advection and inviscid burgers equations. *SIAM Journal on Scientific Computing*, 41(1), A538–A565.

Zhao, P., Liu, S., Chen, P.-Y. and 4 more (...) (2019). On the design of black-box adversarial examples by leveraging gradient-free optimization and operator splitting method. *Proceedings of the IEEE International Conference on Computer Vision*, 2019-121-130.

Reza, T., Ripeanu, M., Tripoul, N. and 2 more (...) (2019). PruneJuice: Pruning trillion-edge graphs to a precise pattern-matching solution. *Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018*, 265–281.

Gyulassy, A., Bremer, P.-T., Pascucci, V. (2019). Shared-memory parallel computation of Morse-Smale complexes with improved accuracy. *IEEE Transactions on Visualization and Computer Graphics*, 25(1), 1183–1192.

Peng, I.B., Vetter, J.S. (2019). Siena: Exploring the design space of heterogeneous memory systems. *Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018*, 427–440.

Dryden, N., Maruyama, N., Moon, T. and 3 more (...) (2019). Channel and filter parallelism for large-scale CNN training. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Pazner, W., Persson, P.-O. (2019). Analysis and entropy stability of the line-based discontinuous Galerkin method. *Journal of Scientific Computing*.

Shi, J., Li, R., Xi, Y. and 2 more (...) (2019). Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver.

Valicka, C.G., Garcia, D., Staid, A. and 4 more (...) (2019). Mixed-integer programming models for optimal constellation scheduling given cloud cover uncertainty. *European Journal of Operational Research*, 275(2), 431–445.

Mehta, Y., Salari, K., Jackson, T.L. and 1 more (...) (2019). Effect of Mach number and volume fraction in air-shock interacting with a bed of randomly distributed spherical particles. *Physical Review Fluids*, 4(1).

Mittal, K., Dutta, S., Fischer, P. (2019). Nonconforming Schwarz-spectral element methods for incompressible flow. *Computers and Fluids*, 191.

Dryden, N., Maruyama, N., Moon, T. and 4 more (...) (2019). Aluminum: An asynchronous, GPU-aware communication library optimized for large-scale training of deep neural networks on HPC systems. *Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 1–13.

Petersen, B.K., Yang, J., Grathwohl, W.S. and 4 more (...) (2019). Deep reinforcement learning and simulation as a path toward precision medicine. *Journal of Computational Biology*, 26(6), 597–604.

Zimmer, C., Atchley, S., Pankajakshan, R. and 9 more (...) (2019). An evaluation of the CORAL interconnects. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Liu, J., Laird, C.D., Scott, J.K. and 2 more (...) (2019). Global solution strategies for the network-constrained unit commitment problem with AC transmission constraints. *IEEE Transactions on Power Systems*, 34(2), 1139–1150.

Chung, E.T., Lee, C.S. (2019). A mixed generalized multiscale finite element method for planar linear elasticity. *Journal of Computational and Applied Mathematics*, 348298–313.

Laguna, I., Wood, P.C., Singh, R. and 1 more (...) (2019). GPUMixer: Performance-driven floating-point tuning for GPU scientific applications. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11501227–246.

Zhu, Y., Yu, W., Jiao, B. and 3 more (...) (2019). Efficient user-level storage disaggregation for deep learning. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Červený, J., Dobrev, V., Kolev, T. (2019). Nonconforming mesh refinement for high-order finite elements. *SIAM Journal on Scientific Computing*, 41(4), C367–C392.

Anirudh, R., Thiagarajan, J.J. (2019). Bootstrapping graph convolutional neural networks for autism spectrum disorder classification. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2019-3197-3201.

Soize, C., Ghanem, R., Safta, C. and 7 more (...) (2019). Entropy-based closure for probabilistic learning on manifolds. *Journal of Computational Physics*, 388518–533.

Smith, S.A., Cromey, C.E., Lowenthal, D.K. and 4 more (...) (2019). Mitigating inter-job interference using adaptive flow-aware routing.

Liu, S., Kailkhura, B., Loveland, D. and 1 more (...) (2019). Generative counterfactual introspection for explainable deep learning. *GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings*.

Chowdhury, F., Zhu, Y., Heer, T. and 5 more (...) (2019). I/O characterization and performance evaluation of BeeGFS for deep learning. *ACM International Conference Proceeding Series*.

Laguna, I., Marshall, R., Mohror, K. and 3 more (...) (2019). A large-scale study of MPI usage in open-source HPC applications. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Narayanaswamy, V.S., Thiagarajan, J.J., Song, H. and 1 more (...) (2019). Designing an effective metric learning pipeline for speaker diarization. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2019-5806-5810.

Veldt, N., Klymko, C., Gleich, D.F. (2019). Flow-based local graph clustering with better seed set inclusion. *SIAM International Conference on Data Mining, SDM 2019*, 378–386.

Li, R., Xi, Y., Erlandson, L. and 1 more (...) (2019). The Eigenvalues Slicing Library (EVSL): Algorithms, implementation, and software. *SIAM Journal on Scientific Computing*, 41(4), C393–C415.

Mittal, K., Fischer, P. (2019). Mesh smoothing for the spectral element method. *Journal of Scientific Computing*, 78(2), 1152–1173.

Bhatia, H., Ingólfsson, H.I., Carpenter, T.S. and 2 more (...) (2019). MemSurfer: A tool for robust computation and characterization of curved membranes. *Journal of Chemical Theory and Computation*, 15(11), 6411–6421.

Dobrev, V., Knupp, P., Kolev, T. and 2 more (...) (2019). The target-matrix optimization paradigm for high-order meshes. *SIAM Journal on Scientific Computing*, 41(1), B50–B68.

Falgout, R.D., Lecouvez, M., Woodward, C.S. (2019). A parallel-in-time algorithm for variable step multistep methods. *Journal of Computational Science*, 37.

Pazner, W., Franco, M., Persson, P.-O. (2019). High-order wall-resolved large eddy simulation of transonic buffet on the oat15a airfoil. *AIAA Scitech 2019 Forum*.

Kotipalli, P.V., Singh, R., Wood, P. and 2 more (...) (2019). AMPT-GA: Automatic mixed precision floating point tuning for GPU applications. *Proceedings of the International Conference on Supercomputing*, 160–170.

Deelman, E., Mandal, A., Jiang, M. and 1 more (...) (2019). The role of machine learning in scientific workflows. *International Journal of High Performance Computing Applications*, 33(6), 1128–1139.

Ahn, D.H., Bass, N., Chu, A. and 8 more (...) (2019). Flux: Overcoming scheduling challenges for exascale workflows. *Proceedings of WORKS 2018: 13th Workshop on Workflows in Support of Large-Scale Science, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 10–19.

Ghosh, D., Chapman, T.D., Berger, R.L. and 2 more (...) (2019). A multispecies, multifluid model for laser–induced counterstreaming plasma simulations. *Computers and Fluids*, 18638–57.

Castillo, A., Flicker, J., Hansen, C.W. and 2 more (...) (2019). Stochastic optimization with risk aversion for virtual power plant operations: A rolling horizon control. *IET Generation, Transmission and Distribution*, 13(11), 2182–2189.

Bynum, M., Castillo, A., Watson, J.-P. and 1 more (...) (2019). Evaluating demand response opportunities for power systems resilience using MILP and MINLP Formulations. *AIChE Journal*, 65(7).

Kafle, S., Gupta, V., Kailkhura, B. and 2 more (...) (2019). Joint sparsity pattern recovery with 1-b compressive sensing in distributed sensor networks. *IEEE Transactions on Signal and Information Processing over Networks*, 5(1), 15–30.

Gholkar, N., Mueller, F., Rountree, B. (2019). Uncore power scavenger: A runtime for uncore power conservation on HPC systems. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Narayanamurthi, M., Tranquilli, P., Sandu, A. and 1 more (...) (2019). EPIRK-W and EPIRK-K time discretization methods. *Journal of Scientific Computing*, 78(1), 167–201.

Chakraborty, I., Nandanoori, S.P., Kundu, S. (2019). Virtual battery parameter identification using transfer learning based stacked autoencoder. *Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018*, 1269–1274.

Ye, F., Schordan, M., Liao, C. and 3 more (...) (2019). Using polyhedral analysis to verify OpenMP applications are data race free. *Proceedings of Correctness 2018: 2nd International Workshop on Software Correctness for HPC Applications, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 42–50.

Guo, L., Li, D., Laguna, I. and 1 more (...) (2019). FlipTracker: Understanding natural error resilience in HPC applications.

Dobrev, V., Kolev, T., Lee, C.S. and 2 more (...) (2019). Algebraic hybridization and static condensation with application to scalable bfith (DIV) preconditioning. *SIAM Journal on Scientific Computing*, 41(3), B425–B447.

Heimann, M., Safavi, T., Koutra, D. (2019). Distribution of node embeddings as multiresolution features for graphs. *Proceedings - IEEE International Conference on Data Mining, ICDM*, 2019-289–298.

Narasimhamurthy, S., Danilov, N., Wu, S. and 7 more (...) (2019). SAGE: Percipient storage for exascale data centric computing. *Parallel Computing*, 8322–33.

Peng, I., McFadden, M., Green, E. and 5 more (...) (2019). UMap: Enabling application-driven optimizations for page management. *Proceedings of MCHPC 2019: Workshop on Memory Centric High Performance Computing - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 71–78.

Bentley, M., Briggs, I., Ahn, D.H. and 4 more (...) (2019). Multi-level analysis of compiler-induced variability and performance tradeoffs. *HPDC 2019 - Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing*, 61–72.

Chien, S., Peng, I., Markidis, S. (2019). Performance evaluation of advanced features in CUDA unified memory. *Proceedings of MCHPC 2019: Workshop on Memory Centric High Performance Computing - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 50–57.

Kim, K., Petra, C.G., Zavala, V.M. (2019). An asynchronous bundle-trust-region method for dual decomposition of stochastic mixed-integer programming. *SIAM Journal on Optimization*, 29(1), 318–342.

Jasper, M., Mues, M., Murtovi, A. and 8 more (...) (2019). RERS 2019: Combining synthesis with real-world models. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11429101–115.

Patki, T., Thiagarajan, J.J., Ayala, A. and 1 more (...) (2019). Performance optimality or reproducibility: That is the question. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Ruby, J.J., Rygg, J.R., Gaffney, J.A. and 2 more (...) (2019). A boundary condition for Guderley’s converging shock problem. *Physics of Fluids*, 31(12).

Gounley, J., Draeger, E.W., Randles, A. (2019). Immersed boundary method halo exchange in a hemodynamics application. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11536441–455.

Thiagarajan, J.J., Kim, I., Anirudh, R. and 1 more (...) (2019). Understanding deep neural networks through input uncertainties. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2019-2812-2816.

Savoie, L., Lowenthal, D.K., de Supinski, B.R. and 2 more (...) (2019). Mitigating inter-job interference via process-level quality-of-service. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Gillette, A., Kloefkorn, T. (2019). Trimmed serendipity finite element differential forms. *Mathematics of Computation*, 88(316), 583–606.

Loffeld, J., Hittinger, J.A.F. (2019). On the arithmetic intensity of high-order finite-volume discretizations for hyperbolic systems of conservation laws. *International Journal of High Performance Computing Applications*, 33(1), 25–52.

Shukla, R., Lipasti, M., Van Essen, B. and 2 more (...) (2019). Remodel: Rethinking deep CNN models to detect and count on a neurosynaptic system. *Frontiers in Neuroscience*, 13.

Priest, B., Steil, T., Sanders, G. and 1 more (...) (2019). You've Got Mail (YGM): Building missing asynchronous communication primitives. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019*, 221–230.

Sultana, N., Rüfenacht, M., Skjellum, A. and 2 more (...) (2019). Failure recovery for bulk synchronous applications with MPI stages. *Parallel Computing*, 841–14.

Hoang, D., Klacansky, P., Bhatia, H. and 3 more (...) (2019). A study of the trade-off between reducing precision and reducing resolution for data analysis and visualization. *IEEE Transactions on Visualization and Computer Graphics*, 25(1), 1193–1203.

Nandanoori, S.P., Chakraborty, I., Ramachandran, T. and 1 more (...) (2019). Identification and validation of virtual battery model for heterogeneous devices. *IEEE Power and Energy Society General Meeting*.

Lin, P.-H., Liao, C., Schordan, M. and 1 more (...) (2019). Exploring regression of data race detection tools using DataRaceBench. *Proceedings of Correctness 2019: 3rd International Workshop on Software Correctness for HPC Applications - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 11–18.

Bernstein, J., Schmidt, K., Rivera, D. and 3 more (...) (2019). A comparison of material flow strength models using Bayesian cross-validation. *Computational Materials Science*, 169.

Pearce, R., Steil, T., Priest, B.W. and 1 more (...) (2019). One quadrillion triangles queried on one million processors. *2019 IEEE High Performance Extreme Computing Conference, HPEC 2019*.

Evans, K.J., Archibald, R.K., Gardner, D.J. and 4 more (...) (2019). Performance analysis of fully explicit and fully implicit solvers within a spectral element shallow-water atmosphere model. *International Journal of High Performance Computing Applications*, 33(2), 268–284.

Lam, M.O., Vanderbruggen, T., Menon, H. and 1 more (...) (2019). Tool integration for source-level mixed precision. *Proceedings of Correctness 2019: 3rd International Workshop on Software Correctness for HPC Applications - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 27–35.

Petra, C.G. (2019). A memory-distributed quasi-Newton solver for nonlinear programming problems with a small number of general constraints. *Journal of Parallel and Distributed Computing*, 133337–348.

Georgakoudis, G., Jain, N., Ono, T. and 3 more (...) (2019). Evaluating the impact of energy efficient networks on HPC workloads. *Proceedings - 26th IEEE International Conference on High Performance Computing, HiPC 2019*, 301–310.

Sreenivasan, V., Javali, R., Hall, M. and 3 more (...) (2019). A framework for enabling OpenMP autotuning. (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*),1171850–60.

Singh, B., Watson, J.-P. (2019). Approximating two-stage chance-constrained programs with classical probability bounds. *Optimization Letters*, 13(6), 1403–1416.

Tran, K., Panahi, A., Adiga, A. and 2 more (...) (2019). Nonlinear multi-scale super-resolution using deep learning. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2019-3182-3186.

Sato, K., Laguna, I., Lee, G.L. and 9 more (...) (2019). Pruners: Providing reproducibility for uncovering non-deterministic errors in runs on supercomputers. *International Journal of High Performance Computing Applications*, 33(5), 777–783.

Hong, W., Chakraborty, I., Wang, H. (2019). Parametric optimization problem formulation for connected hybrid electric vehicles using neural network based equivalent model. *IEEE Vehicular Technology Conference*.

Dobrev, V., Knupp, P., Kolev, T. and 1 more (...) (2019). Towards simulation-driven optimization of high-order meshes by the Target-Matrix Optimization Paradigm. *Lecture Notes in Computational Science and Engineering*, 127285–302.

Barnes, P.D., Bielejeski, M.D., Jefferson, D.R. and 5 more (...) (2019). S3: The Spectrum sharing simulator. *ACM International Conference Proceeding Series*, 34–37.

Goncalves, A., Ray, P., Soper, B. and 4 more (...) (2019). Bayesian multitask learning regression for heterogeneous patient cohorts. *Journal of Biomedical Informatics: X,4*.

Jain, A.K., Lloyd, S., Gokhale, M. (2019). Performance assessment of emerging memories through FPGA emulation. *IEEE Micro*, 39(1), 8–16.

Chasapis, D., Moretó, M., Schulz, M. and 3 more (...) (2019). Power efficient job scheduling by predicting the impact of processor manufacturing variability. *Proceedings of the International Conference on Supercomputing*, 296–307.

Sjögreen, B., Yee, H.C. (2019). Entropy stable method for the Euler equations revisited: Central differencing via entropy splitting and SBP. *Journal of Scientific Computing*, 81(3), 1359–1385.

Tripoul, N., Halawa, H., Reza, T. and 3 more (...) (2019). There are trillions of little forks in the road. Choose wisely! Estimating the cost and likelihood of success of constrained walks to optimize a graph pruning pipeline. *Proceedings of IA3 2018: 8th Workshop on Irregular Applications: Architectures and Algorithms, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 20–27.

Jaffe, L., Zelinski, M., Sakla, W. (2019). Remote sensor design for visual recognition with convolutional neural networks. *IEEE Transactions on Geoscience and Remote Sensing*, 57(11), 9090–9108.

Bergel, A., Bhatele, A., Boehme, D. and 6 more (...) (2019). Visual analytics challenges in analyzing calling context trees. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11027233–249.

Xu, H., Emani, M., Lin, P.-H. and 2 more (...) (2019). Machine learning guided optimal use of GPU unified memory. *Proceedings of MCHPC 2019: Workshop on Memory Centric High Performance Computing - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 64–70.

Nathan, E., Sanders, G., Henson, V.E. (2019). Personalized ranking in dynamic graphs using nonbacktracking walks. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11537276–289.

Vogman, G.V., Hammer, J.H., Farmer, W.A. (2019). Customizable two-species kinetic equilibria for nonuniform low-beta plasmas. *Physics of Plasmas*, 26(4).

Steil, T., Priest, B., Sanders, G. and 3 more (...) (2019). Distributed Kronecker graph generation with ground truth of many graph properties. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019*, 251–260.

Georgakoudis, G., Laguna, I., Vandierendonck, H. and 2 more (...) (2019). SaFirE: Scalable and accurate fault injection for parallel multithreaded applications. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019*, 890–899.

Jacobs, S.A., Gaffney, J., Benson, T. and 11 more (...) (2019). Parallelizing training of deep generative models on massive scientific datasets. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Kunen, A., Loffeld, J., Black, A. and 8 more (...) (2019). Porting 3D discrete ordinates sweep algorithm in Ardra to Cuda. *International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2019*, 2585–2598.

Jiang, M., Gallagher, B., Mandell, N. and 3 more (...) (2019). A deep learning framework for mesh relaxation in arbitrary Lagrangian–Eulerian simulations. *Proceedings of SPIE - The International Society for Optical Engineering*, 11139.

Zeman, M., Holec, M., Váchal, P. (2019). HerEOS: A framework for consistent treatment of the Equation of State in ALE hydrodynamics. *Computers and Mathematics with Applications*, 78(2), 483–503.

Brust, J.J., Marcia, R.F., Petra, C.G. (2019). Large-scale quasi-Newton trust-region methods with low-dimensional linear equality constraints. *Computational Optimization and Applications*, 74(3), 669–701.

Wang, T., Jain, N., Beckingsale, D. and 3 more (...) (2019). FuncyTuner: Auto-tuning scientific applications with per-loop compilation. *ACM International Conference Proceeding Series*.

Vogl, C.J., Steyer, A., Reynolds, D.R. and 2 more (...) (2019). Evaluation of implicit-explicit additive Runge–Kutta integrators for the HOMME-NH dynamical core. *Journal of Advances in Modeling Earth Systems*, 11(12), 4228–4244.

Finkel, H., Poliakoff, D., Camier, J.-S. and 1 more (...) (2019). ClangJIT: Enhancing C++ with just-in-time compilation. *Proceedings of P3HPC 2019: International Workshop on Performance, Portability and Productivity in HPC - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 82–95.

DeGennaro, A.M., Urban, N.M., Nadiga, B.T. and 1 more (...) (2019). Model structural inference using local dynamic operators. *International Journal for Uncertainty Quantification*, 9(1), 59–83.

Hermanns, M.-A., Hjelm, N.T., Knobloch, M. and 2 more (...) (2019). The MPI_T events interface: An early evaluation and overview of the interface. *Parallel Computing*, 85119–130.

Thiagarajan, J.J., Kashyap, S., Karargyris, A. (2019). Distill-to-label: Weakly supervised instance labeling using knowledge distillation. *Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019*, 902–907.

Boehme, D., Huck, K., Madsen, J. and 1 more (...) (2019). The case for a common instrumentation interface for HPC codes. *Proceedings of ProTools 2019: Workshop on Programming and Performance Visualization Tools - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 33–39.

Pearce, O., Ahmed, H., Larsen, R.W. and 2 more (...) (2019). Exploring dynamic load imbalance solutions with the CoMD proxy application. *Future Generation Computer Systems*, 92920–932.

Alstott, J., Klymko, C., Pyzza, P.B. and 1 more (...) (2019). Local rewiring algorithms to increase clustering and grow a small world. *Journal of Complex Networks*, 7(4), 564–584.

Gounley, J., Draeger, E.W., Oppelstrup, T. and 7 more (...) (2019). Computing the ankle-brachial index with parallel computational fluid dynamics. *Journal of Biomechanics*, 8228–37.

Jin, D., Wang, M., Heimann, M. and 4 more (...) (2019). Smart roles: Inferring professional roles in email networks. *Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining*, 2923–2933.

Dimits, A.M., Banks, J.W., Berger, R.L. and 7 more (...) (2019). Linearized coulomb collision operator for simulation of interpenetrating plasma streams. *IEEE Transactions on Plasma Science*, 47(5), 2074–2080.

Labasan, S., Larsen, M., Childs, H. and 1 more (...) (2019). Power and performance tradeoffs for visualization algorithms. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019*, 325–334.

Shudler, S., Vrabec, J., Wolf, F. (2019). Understanding the scalability of molecular simulation using empirical performance modeling. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11027125–143.

Shudler, S., Berens, Y., Calotoiu, A. and 3 more (...) (2019). Engineering algorithms for scalability through continuous validation of performance expectations. *IEEE Transactions on Parallel and Distributed Systems*, 30(8), 1768–1785.

Laguna, I. (2019). FPChecker: Detecting floating-point exceptions in GPU applications. *Proceedings - 2019 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019*, 1126–1129.

Meurer, T., Andrej, J. (2019). Flatness-based model predictive control of linear diffusion-convection-reaction processes. *Proceedings of the IEEE Conference on Decision and Control*, 2018-527-532.

Shahneous Bari, M.A., Stoltzfus, L., Lin, P.-H. and 3 more (...) (2019). Is data placement optimization still relevant on newer GPUs? *Proceedings of PMBS 2018: Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 83–93.

Ames, J., Rizzi, S., Insley, J. and 4 more (...) (2019). Low-overhead in situ visualization using halo replay. *2019 IEEE 9th Symposium on Large Data Analysis and Visualization, LDAV 2019*, 16–26.

Pearce, O. (2019). Exploring utilization options of heterogeneous architectures for multi-physics simulations. *Parallel Computing*, 8735–45.

Yan, Y., Wang, A., Liao, C. and 2 more (...) (2019). Extending OpenMP meta-directive semantics for runtime adaptation. (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11718201–214.

Crum, J., Levine, J.A., Gillette, A. (2019). Extending discrete exterior calculus to a fractional derivative. *CAD Computer Aided Design*, 11464–72.

Hammerling, D.M., Baker, A.H., Pinard, A. and 1 more (...) (2019). A collaborative effort to improve lossy compression methods for climate data. *Proceedings of DRBSD-5 2019: 5th International Workshop on Data Analysis and Reduction for Big Scientific Data - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 16–22.

Chakraborty, I., Chandan, V., Vrabie, D. (2019). A sequential DNN based baseline energy prediction framework with long term error mitigation. *e-Energy 2019 - Proceedings of the 10th ACM International Conference on Future Energy Systems*, 508–515.

Rao, V., Kim, K., Schanen, M. and 3 more (...) (2019). A multiperiod optimization-based metric of grid resilience. *IEEE Power and Energy Society General Meeting*.

Peng, I.B., Vetter, J.S., Moore, S. and 2 more (...) (2019). Analyzing suitability of contemporary 3D stacked PIM architectures for HPC scientific applications. *ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings*, 256–262.

Franco, M., Persson, P.-O., Pazner, W. and 1 more (...) (2019). An adjoint method using fully implicit Runge-Kutta schemes for optimization of flow problems. *AIAA Scitech 2019 Forum*.

Iwabuchi, K., Lebanoff, L., Gokhale, M. and 1 more (...) (2019). Metall: A persistent memory allocator enabling graph processing. *2019 IEEE/ACM 9th Workshop on Irregular Applications: Architectures and Algorithms, IA3 2019*, 39–44.

Xu, Y., Chen, X., Mili, L. and 2 more (...) (2019). Polynomial-chaos-based decentralized dynamic parameter estimation using langevin MCMC. *IEEE Power and Energy Society General Meeting, 2019*.

Shudler, S., Ferrier, N., Insley, J. and 2 more (...) (2019). Spack meets singularity: Creating movable in-situ analysis stacks with EASE. *ACM International Conference Proceeding Series*, 34–38.

Kamath, C., Fan, Y.J. (2019). Compressing unstructured mesh data using spline fits, compressed sensing, and regression methods. *2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings*, 316–320.

Petra, C.G., Chiang, N., Anitescu, M. (2019). A structured Quasi-Newton algorithm for optimizing with incomplete Hessian information. *SIAM Journal on Optimization*, 29(2), 1048–1075.

Kumbhare, N., Marathe, A., Akoglu, A. and 2 more (...) (2019). Adaptive power reallocation for value-oriented schedulers in power-constrained HPC. *Proceedings - 2019 20th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2019*, 133–139.

Karlin, I., Park, Y., de Supinski, B.R. and 76 more (...) (2019). Preparation and optimization of a diverse workload for a large-scale heterogeneous system. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Nikl, J., Jirka, M., Kuchařík, M. and 3 more (...) (2019). The effect of pre-plasma formed under the nonlocal transport conditions on the interaction of the ultrahigh intensity laser with a solid target. *Proceedings of SPIE - The International Society for Optical Engineering*, 11039.

Pazner, W., Trask, N., Atzberger, P.J. (2019). Stochastic Discontinuous Galerkin Methods (SDGM) based on fluctuation-dissipation balance. *Results in Applied Mathematics*, 4.

Wang, A., Shi, Y., Yi, X. and 3 more (...) (2019). Ompparser: A standalone and unified OpenMP parser. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11718140–152.

D’Ambra, P., Vassilevski, P.S. (2019). Improving solve time of aggregation-based adaptive AMG. *Numerical Linear Algebra with Applications*, 26(6).

Gonzales, C., Sakla, W. (2019). Semantic segmentation of clouds in satellite imagery using deep pre-trained U-nets. *Proceedings - Applied Imagery Pattern Recognition Workshop, 2019*.

LeVeque, R.J., Bodin, P., Cram, G. and 9 more (...) (2019). Developing a warning system for inbound tsunamis from the Cascadia subduction zone. *OCEANS 2018 MTS/IEEE Charleston, OCEAN 2018*.

Sallinen, S., Pearce, R., Ripeanu, M. (2019). Incremental graph processing for on-line analytics. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019*, 1007–1018.

Woodward, P.R., Lin, P.-H., Mao, H. and 2 more (...) (2019). Simulating 3-D stellar hydrodynamics using PPM and PPB multifluid gas dynamics on CPU and CPU+GPU nodes. *Journal of Physics: Conference Series*, 1225(1).

Lindstrom, P. (2019). Universal coding of the reals using bisection. *ACM International Conference Proceeding Series*, 147766.

Peddle, A.G., Haut, T., Wingate, B. (2019). Parareal convergence for oscillatory PDEs with finite time-scale separation. *SIAM Journal on Scientific Computing*, 41(6), A3476–A3497.

Nägel, A., Logashenko, D., Schroder, J.B. and 1 more (...) (2019). Aspects of solvers for large-scale coupled problems in porous media. *Transport in Porous Media*, 130(1), 363–390.

Hu, X., Vassilevski, P.S. (2019). Modifying AMG coarse spaces with weak approximation property to exhibit approximation in energy norm. *SIAM Journal on Matrix Analysis and Applications*, 40(3), 1131–1152.

Chakraborty, I., Kundu, S., Liu, Y. and 1 more (...) (2019). Cross-categorical transfer learning based composite load protection modeling. *e-Energy 2019 - Proceedings of the 10th ACM International Conference on Future Energy Systems*, 500–507.

Rodrigues, A., Gokhale, M., Voskuilen, G. (2019). Towards a scatter-gather architecture: Hardware and software issues. *ACM International Conference Proceeding Series*, 261–274.

Olivier, S.S., Maginot, P.G., Haut, T.S. (2019). High order mixed finite element discretization for the variable Eddington factor equations. *International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2019*, 13–22.

Vardhan, M., Gounley, J., Hegele, L. and 2 more (...) (2019). Moment representation in the lattice Boltzmann method on massively parallel hardware. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

McKinley, M.S., Bleile, R., Brantley, P.S. and 4 more (...) (2019). Status of LLNL Monte Carlo transport codes on Sierra GPUs. *International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2019*, 2160–2165.

Patki, T., Frye, Z., Bhatia, H. and 4 more (...) (2019). Comparing GPU power and frequency capping: A case study with the MuMMI workflow. *Proceedings of WORKS 2019: 14th Workshop on Workflows in Support of Large-Scale Science - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 31–39.

Bhatele, A., Brink, S., Gamblin, T. (2019). Hatchet: Pruning the overgrowth in parallel profiles. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*.

Sjögreen, B., Yee, H.C., Wray, A.A. (2019). Skew-symmetric splitting of high-order central schemes with nonlinear filters for computational aeroacoustics turbulence with shocks. *Shock Waves*, 29(8), 1117–1132.

Nowak, P., Black, A., Rennich, S. and 9 more (...) (2019). Porting Teton, a discrete-ordinates thermal radiative transfer code, to Sierra.

Thopalli, K., Anirudh, R., Thiagarajan, J.J. and 1 more (...) (2019). Multiple subspace alignment improves domain adaptation. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2019-3552-3556.

Aaziz, O., Cook, J., Vaughan, C. and 1 more (...) (2019). Proxy or imposter? A method and case study to determine the answer. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Thiagarajan, J.J., Anirudh, R., Sridhar, R. and 1 more (...) (2019). Unsupervised dimension selection using a blue noise graph spectrum. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2019-5436-5440.

Scogland, T.R.W., Sunderland, D., Olivier, S.L. and 3 more (...) (2019). Making OpenMP ready for C++ executors. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11718320–332.

Kamath, C. (2019). Selecting parameters for image processing algorithms: A case study using retinal image segmentation. *Conference Record - Asilomar Conference on Signals, Systems and Computers*, 2019-964-968.

Bleile, R., Brantley, P., Richards, D. and 4 more (...) (2019). Thin-Threads: An approach for history-based Monte Carlo on GPUs. *2019 International Conference on High Performance Computing and Simulation, HPCS 2019*, 273–280.

Aaziz, O., Vaughan, C., Cook, J. and 3 more (...) (2019). Fine-grained analysis of communication similarity between real and proxy applications. *Proceedings of PMBS 2019: Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 93–102.

Aasawat, T.K., Reza, T., Ripeanu, M. (2019). Scale-free graph processing on a NUMA machine. *Proceedings of IA3 2018: 8th Workshop on Irregular Applications: Architectures and Algorithms, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 28–36.

Herbein, S., Domyancic, D., Minner, P. and 3 more (...) (2019). MCEM: Multi-level cooperative exception model for HPC workflows. *ROSS 2019 - Proceedings of the 9th International Workshop on Runtime and Operating Systems for Supercomputers, co-located with HPDC 2019*, 27–32.

Chakraborty, I., Kundu, S., Kalsi, K. (2019). Modeling flexibility in uncertain distributed energy resources. *e-Energy 2019 - Proceedings of the 10th ACM International Conference on Future Energy Systems*, 398–399.

Ranganath, S., Thiagarajan, J.J., Rajan, D. and 5 more (...) (2019). Interactive signal processing education applications for the android platform. *Computers in Education Journal*, 10(2).

Hanophy, J., Morel, J., Southworth, B. and 2 more (...) (2019). Performance of parallel approximate ideal restriction multigrid for transport applications.

Riiman, V., Wilson, A., Milewicz, R. and 1 more (...) (2019). Comparing artificial neural network and cohort-component models for population forecasts. *Population Review*, 58(2), 100–116.

Zhang, S., Wan, H., Rasch, P.J. and 3 more (...) (2019). An objective and efficient method for assessing the impact of reduced-precision calculations on solution correctness. *Journal of Advances in Modeling Earth Systems*, 11(10), 3131–3147.

Hong, W., Chakraborty, I., Wang, H. (2019). Parameter co-optimization for hybrid electric vehicles powertrain system leveraging V2V/V2I information. *International Conference on Advanced Mechatronic Systems, ICAMechS*, 2019-142-147.

Maginot, P.G., Haut, T.S. (2019). Quadrature lumping the DFEM SN equations in X-Y geometry.

Laguna, I., Rubio-González, C. (2019). Message from the Workshop Organizers. *Proceedings of Correctness 2019: 3rd International Workshop on Software Correctness for HPC Applications - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Kamath, C. (2019). Intelligent exploration of large-scale data: What can we learn in two passes? *Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019*, 1831–1840.

Petra, C.G., Potra, F.A. (2019). A homogeneous model for monotone mixed horizontal linear complementarity problems. *Computational Optimization and Applications*, 72(1), 241–267.

Pirkelbauer, P., Wilson, A., Peterson, C. and 1 more (...) (2019). Blaze-tasks: A framework for computing parallel reductions over tasks. *ACM Transactions on Architecture and Code Optimization*, 15(4).

Ren, J., Liao, C., Li, D. (2019). Opera: Similarity analysis on data access patterns of OpenMP tasks to optimize task affinity. *Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019*, 382–386.

Song, H., Thiagarajan, J.J. (2019). Improved deep embeddings for inferencing with multi-layered graphs. *Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019*, 5394–5400.

Soper, B.C. (2019). A cyber-nuclear deterrence game. *2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019*, 470–479.

Cumplido, R., Gokhale, M., Feregrino, C. and 1 more (...) (2019). Guest editorial: Special issue on reconfigurable computing and FPGA technology. *Journal of Parallel and Distributed Computing*, 133359–361.

McClarren, R.G., Haut, T.S. (2019). Acceleration of source iteration using the dynamic mode decomposition.

Yan, Y., Brightwell, R., Sun, X.-H. and 1 more (...) (2019). Message from the workshop chairs.

Priest, B.W., Cybenko, G., Singh, S. and 2 more (...) (2019). Online and scalable adaptive cyber defense. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11830232–261.

Monroe, W., Witt, M., Pantoja, M. and 20 more (...) (2019). Lightning talks of EduHPC 2019. *Proceedings of EduHPC 2019: Workshop on Education for High Performance Computing - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 25–31.

Yee, B.C., Haut, T.S., Tomov, V.Z. and 1 more (...) (2019). A quadratic programming based flux fixup method for arbitrarily high-order discontinuous Galerkin discretizations of the SN transport equations.

Herschlag, G., Gounley, J., Roychowdhury, S. and 2 more (...) (2019). Multi-physics simulations of particle tracking in arterial geometries with a scalable moving window algorithm. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Le Pape, S., Berzak Hopkins, L.F., Divol, L. and 42 more (...) (2018). Fusion energy output greater than the kinetic energy of an imploding shell at the National Ignition Facility. *Physical Review Letters*, 120(24).

Markidis, S., Chien, S.W.D., Laure, E. and 2 more (...) (2018). NVIDIA tensor core programmability, performance & precision. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018*, 522–531.

Prakosa, A., Arevalo, H.J., Deng, D. and 15 more (...) (2018). Personalized virtual-heart technology for guiding the ablation of infarct-related ventricular tachycardia. *Nature Biomedical Engineering*, 2(10), 732–740.

Song, H., Rajan, D., Thiagarajan, J.J. and 1 more (...) (2018). Attend and diagnose: Clinical time series analysis using attention models. *32nd AAAI Conference on Artificial Intelligence, AAAI 2018*, 4091–4098.

Heimann, M., Safavi, T., Shen, H. and 1 more (...) (2018). Regal: Representation learning-based graph alignment. *International Conference on Information and Knowledge Management, Proceedings*, 117–126.

Casey, D.T., Thomas, C.A., Baker, K.L. and 39 more (...) (2018). The high velocity, high adiabat, “bigfoot” campaign and tests of indirect-drive implosion scaling. *Physics of Plasmas*, 25(5).

Baker, K.L., Thomas, C.A., Casey, D.T. and 31 more (...) (2018). High-performance indirect-drive cryogenic implosions at high adiabat on the National Ignition Facility. *Physical Review Letters*, 121(13).

Dvorkin, Y., Ricardo, F.-B., Wang, Y. and 5 more (...) (2018). Co-planning of investments in transmission and merchant energy storage. *IEEE Transactions on Power Systems*, 33(1), 245–256.

Brugere, I., Gallagher, B., Berger-Wolf, T.Y. (2018). Network structure inference, a survey: Motivations, methods, and applications. *ACM Computing Surveys*, 51(2).

Usher, W., Klacansky, P., Federer, F. and 5 more (...) (2018). A virtual reality visualization tool for neuron tracing. *IEEE Transactions on Visualization and Computer Graphics*, 24(1), 994–1003.

Nicholson, B., Siirola, J.D., Watson, J.-P. and 2 more (...) (2018). pyomo.dae: a modeling and automatic discretization framework for optimization with differential and algebraic equations. *Mathematical Programming Computation*, 10(2), 187–223.

Liu, S., Bremer, P.-T., Thiagarajan, J.J. and 4 more (...) (2018). Visual exploration of semantic relationships in neural word embeddings. *IEEE Transactions on Visualization and Computer Graphics*, 24(1), 553–562.

Song, H., Thiagarajan, J.J., Sattigeri, P. and 1 more (...) (2018). Optimizing kernel machines using deep learning. *IEEE Transactions on Neural Networks and Learning Systems*, 29(11), 5528–5540.

Liu, S., Kailkhura, B., Chen, P.-Y. and 3 more (...) (2018). Zeroth-order stochastic variance reduction for nonconvex optimization. *Advances in Neural Information Processing Systems*, 2018-3727-3737.

Gaffney, J.A., Hu, S.X., Arnault, P. and 41 more (...) (2018). A review of equation-of-state models for inertial confinement fusion materials. *High Energy Density Physics*, 287–24.

Anderson, R.W., Dobrev, V.A., Kolev, T.V. and 2 more (...) (2018). High-order multi-material ALE hydrodynamics. *SIAM Journal on Scientific Computing*, 40(1), B32–B58.

Montgomery, D.S., Daughton, W.S., Albright, B.J. and 14 more (...) (2018). Design considerations for indirectly driven double shell capsules. *Physics of Plasmas*, 25(9).

Zhao, Y., Li, J., Liao, C. and 1 more (...) (2018). Bridging the gap between deep learning and sparse matrix format selection. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 94–108.

Carlberg, K., Choi, Y., Sargsyan, S. (2018). Conservative model reduction for finite-volume models. *Journal of Computational Physics*, 371280–314.

Pazner, W., Persson, P.-O. (2018). Approximate tensor-product preconditioners for very high order discontinuous Galerkin methods. *Journal of Computational Physics*, 354344–369.

Döppner, T., Swift, D.C., Kritcher, A.L. and 25 more (...) (2018). Absolute equation-of-state measurement for polystyrene from 25 to 60 Mbar using a spherically converging shock wave. *Physical Review Letters*, 121(2).

Robey, H.F., Berzak Hopkins, L., Milovich, J.L. and 1 more (...) (2018). The I-Raum: A new shaped hohlraum for improved inner beam propagation in indirectly-driven ICF implosions on the National Ignition Facility. *Physics of Plasmas*, 25(1).

Rodgers, A.J., Pitarka, A., Petersson, N.A. and 2 more (...) (2018). Broadband (0–4 Hz) ground motions for a magnitude 7.0 Hayward fault earthquake with three-dimensional structure and topography. *Geophysical Research Letters*, 45(2), 739–747.

Macphee, A.G., Smalyuk, V.A., Landen, O.L. and 17 more (...) (2018). Mitigation of X-ray shadow seeding of hydrodynamic instabilities on inertial confinement fusion capsules using a reduced diameter fuel fill-tube. *Physics of Plasmas*, 25(5).

Spears, B.K., Brase, J., Bremer, P.-T. and 11 more (...) (2018). Deep learning: A guide for practitioners in the physical sciences. *Physics of Plasmas*, 25(8).

Wozniak, J.M., Jain, R., Balaprakash, P. and 10 more (...) (2018).CANDLE/Supervisor: A workflow framework for machine learning applied to cancer research. *BMC Bioinformatics*, 19.

Wang, Y., Kamath, C., Voisin, T. and 1 more (...) (2018). A processing diagram for high-density Ti-6Al-4V by selective laser melting. *Rapid Prototyping Journal*, 24(9), 1469–1478.

Zhang, S., Militzer, B., Gregor, M.C. and 12 more (...) (2018). Theoretical and experimental investigation of the equation of state of boron plasmas. *Physical Review E*, 98(2).

Zhu, Y., Chowdhury, F., Fu, H. and 4 more (...) (2018). Entropy-aware I/O pipelining for large-scale deep learning on HPC systems. *Proceedings - 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2018*, 145–156.

Mehta, Y., Neal, C., Salari, K. and 3 more (...) (2018). Propagation of a strong shock over a random bed of spherical particles. *Journal of Fluid Mechanics*, 839157–197.

Woodruff, D.L., Deride, J., Staid, A. and 3 more (...) (2018). Constructing probabilistic scenarios for wide-area solar power generation. *Solar Energy*, 160153–167.

Sjögreen, B., Yee, H.C. (2018). High order entropy conservative central schemes for wide ranges of compressible gas dynamics and MHD flows. *Journal of Computational Physics*, 364153–185.

Smalyuk, V.A., Robey, H.F., Alday, C.L. and 35 more (...) (2018). Review of hydro-instability experiments with alternate capsule supports in indirect-drive implosions on the National Ignition Facility. *Physics of Plasmas*, 25(7).

Gardner, D.J., Guerra, J.E., Hamon, F.P. and 3 more (...) (2018). Implicit-explicit (IMEX) Runge–Kutta methods for non-hydrostatic atmospheric models. *Geoscientific Model Development*, 11(4), 1497–1515.

Pickworth, L.A., Hammel, B.A., Smalyuk, V.A. and 27 more (...) (2018). Visualizing deceleration-phase instabilities in inertial confinement fusion implosions using an “enhanced self-emission” technique at the National Ignition Facility. *Physics of Plasmas*, 25(5).

Macphee, A.G., Smalyuk, V.A., Landen, O.L. and 27 more (...) (2018). Hydrodynamic instabilities seeded by the X-ray shadow of ICF capsule fill-tubes. *Physics of Plasmas*, 25(8).

Salari, K., Ortega, J. (2018). Experimental investigation of the aerodynamic benefits of truck platooning. *SAE Technical Papers*.

Atzeni, S., Gopalakrishnan, G., Rakamaric, Z. and 3 more (...) (2018). SWORD: A bounded memory-overhead detector of OpenMP data races in production runs. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018*, 845–854.

Bhatia, H., Gyulassy, A.G., Lordi, V. and 3 more (...) (2018). TopoMS: Comprehensive topological exploration for molecular and condensed-matter systems. *Journal of Computational Chemistry*, 39(16), 936–952.

Hessenthaler, A., Nordsletten, D., Röhrle, O. and 2 more (...) (2018). Convergence of the multigrid reduction in time algorithm for the linear elasticity equations. *Numerical Linear Algebra with Applications*, 25(3).

White, D.A., Stowell, M.L., Tortorelli, D.A. (2018). Topological optimization of structures using Fourier representations. *Structural and Multidisciplinary Optimization*, 58(3), 1205–1220.

Petersson, N.A., Sjögreen, B. (2018). High order accurate finite difference modeling of seismo-acoustic wave propagation in a moving atmosphere and a heterogeneous earth model coupled across a realistic topography. *Journal of Scientific Computing*, 74(1), 290–323.

Rajan, D., Thiagarajan, J.J. (2018). A generative modeling approach to limited channel ECG classification. *Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS*, 2018-2571-2574.

Rachunok, B., Staid, A., Watson, J.-P. and 2 more (...) (2018). Stochastic unit commitment performance considering Monte Carlo wind power scenarios. *2018 International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2018 - Proceedings*.

Anirudh, R., Kim, H., Thiagarajan, J.J. and 3 more (...) (2018). Lose the views: Limited angle CT reconstruction via implicit sinogram completion. *Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition*, 6343–6352.

Bui, Q.M., Wang, L., Osei-Kuffuor, D. (2018). Algebraic multigrid preconditioners for two-phase flow in porous media with phase transitions. *Advances in Water Resources*, 11419–28.

Pickworth, L.A., Hammel, B.A., Smalyuk, V.A. and 37 more (...) (2018). Development of new platforms for hydrodynamic instability and asymmetry measurements in deceleration phase of indirectly driven implosions on NIF. *Physics of Plasmas*, 25(8).

Soares Chinen, A., Morgan, J.C., Omell, B. and 3 more (...) (2018). Development of a rigorous modeling framework for solvent-based CO2 capture. Part 1. Hydraulic and mass transfer models and their uncertainty quantification. *Industrial and Engineering Chemistry Research*, 57(31), 10448–10463.

Knueven, B., Ostrowski, J., Watson, J.-P. (2018). Exploiting identical generators in unit commitment. *IEEE Transactions on Power Systems*, 33(4), 4496–4507.

Schordan, M., Oppelstrup, T., Jefferson, D. and 1 more (...) (2018). Generation of reversible C++ code for optimistic parallel discrete event simulation. *New Generation Computing*, 36(3), 257–280.

Peng, I.B., Gioiosa, R., Kestor, G. and 4 more (...) (2018). Characterizing the performance benefit of hybrid memory system for HPC applications. *Parallel Computing*, 7657–69.

Morgan, J.C., Soares Chinen, A., Omell, B. and 5 more (...) (2018). Development of a rigorous modeling framework for solvent-based CO_{2} capture. Part 2: Steady-state validation and uncertainty quantification with pilot plant data. *Industrial and Engineering Chemistry Research*, 57(31), 10464–10481.

Schreiber, M., Peixoto, P.S., Haut, T. and 1 more (...) (2018). Beyond spatial scalability limitations with a massively parallel method for linear oscillatory problems. *International Journal of High Performance Computing Applications*, 32(6), 913–933.

Schroder, J.B., Falgout, R.D., Woodward, C.S. and 2 more (...) (2018). Parallel-in-time solution of power systems with scheduled events. *IEEE Power and Energy Society General Meeting*.

Xi, Y., Li, R., Saad, Y. (2018). Fast computation of spectral densities for generalized eigenvalue problems. *SIAM Journal on Scientific Computing*, 40(4), A2749–A2773.

Soepyan, F.B., Anderson-Cook, C.M., Morgan, J.C. and 13 more (...) (2018). Sequential design of experiments to maximize learning from carbon capture pilot plant testing. *Computer Aided Chemical Engineering*, 44283–288.

Thiagarajan, J.J., Gimenez, A., Wang, T. and 7 more (...) (2018). Bootstrapping parameter space exploration for fast tuning. *Proceedings of the International Conference on Supercomputing*, 385–395.

Nikl, J., Holec, M., Zeman, M. and 3 more (...) (2018). Macroscopic laser–plasma interaction under strong non-local transport conditions for coupled matter and radiation. *Matter and Radiation at Extremes*, 3(3), 110–126.

D'Ambra, P., Filippone, S., Vassilevski, P.S. (2018). BootCMatch: A software package for bootstrap AMG based on graph weighted matching. *ACM Transactions on Mathematical Software*, 44(4).

Gholkar, N., Mueller, F., Rountree, B. and 1 more (...) (2018). PShiter: Feedback-based dynamic power shifting within HPC jobs for performance. *HPDC 2018 - Proceedings of the 2018 International Symposium on High-Performance Parallel and Distributed Computing*, 106–117.

Falk, K., Holec, M., Fontes, C.J. and 6 more (...) (2018). Measurement of preheat due to nonlocal electron transport in warm dense matter. *Physical Review Letters*, 120(2).

Şeref, O., Fan, Y.-J., Borenstein, E. and 1 more (...) (2018). Information-theoretic feature selection with discrete k -median clustering. *Annals of Operations Research*, 263(1–2), 93–118.

Dorr, M.R., Colella, P., Dorf, M.A. and 3 more (...) (2018). High-order discretization of a gyrokinetic Vlasov model in edge plasma geometry. *Journal of Computational Physics*, 373605–630.

Kamath, C., Fan, Y.J. (2018). Regression with small data sets: a case study using code surrogates in additive manufacturing. *Knowledge and Information Systems*, 57(2), 475–493.

Holec, M., Nikl, J., Weber, S. (2018). Nonlocal transport hydrodynamic model for laser heated plasmas. *Physics of Plasmas*, 25(3).

Holec, M., Nikl, J., Vranic, M. and 1 more (...) (2018). The effect of pre-plasma formation under nonlocal transport conditions for ultra-relativistic laser-plasma interaction. *Plasma Physics and Controlled Fusion*, 60(4).

Ma, Y., Russell, C.T., Toth, G. and 13 more (...) (2018). Reconnection in the Martian Magnetotail: Hall-MHD with embedded particle-in-cell simulations. *Journal of Geophysical Research: Space Physics*, 123(5), 3742–3763.

Guo, C.X., Sartipi, K., Dutoit, R.C. and 6 more (...) (2018). Resource-aware large-scale cooperative three-dimensional mapping using multiple mobile devices. *IEEE Transactions on Robotic*s, 34(5), 1349–1369.

Vogman, G.V., Shumlak, U., Colella, P. (2018). Conservative fourth-order finite-volume Vlasov–Poisson solver for axisymmetric plasmas in cylindrical (r,vr,vθ) phase space coordinates. *Journal of Computational Physics*, 373877–899.

Pearce, R., Sanders, G. (2018). K-truss decomposition for scale-free graphs at scale in distributed memory. *2018 IEEE High Performance Extreme Computing Conference, HPEC 2018*.

Dobrev, V., Kolev, T., Kuzmin, D. and 2 more (...) (2018). Sequential limiting in continuous and discontinuous Galerkin methods for the Euler equations. *Journal of Computational Physics*, 356372–390.

Zampini, S., Vassilevski, P., Dobrev, V. and 1 more (...) (2018). Balancing domain decomposition by constraints algorithms for curl-conforming spaces of arbitrary order. *Lecture Notes in Computational Science and Engineering*, 125103–116.

Yee, H.C., Sjögreen, B. (2018). Recent developments in accuracy and stability improvement of nonlinear filter methods for DNS and LES of compressible flows. *Computers and Fluids*, 169331–348.

Rivas-Gomez, S., Gioiosa, R., Peng, I.B. and 4 more (...) (2018). MPI windows on storage for HPC applications. *Parallel Computing*, 7738–56.

Kindlmann, G., Chiw, C., Huynh, T. and 3 more (...) (2018). Rendering and extracting extremal features in 3D fields. *Computer Graphics Forum*, 37(3), 525–536.

Kailkhura, B., Ray, P., Rajan, D. and 3 more (...) (2018). Byzantine-resilient locally optimum detection using collaborative autonomous networks. *2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017*, 2017-1-5.

Jain, A.K., Lloyd, S., Gokhale, M. (2018). Microscope on memory: MPSoC-enabled computer memory system assessments. *Proceedings - 26th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2018*, 179–180.

Kepner, J., Samsi, S., Arcand, W. and 18 more (...) (2018). Design, generation, and validation of extreme scale power-law graphs. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018*, 279–286.

Tran, E., Mayhew, M.B., Kim, H. and 2 more (...) (2018). Facial expression recognition using a large out-of-context dataset. *Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2018*, 2018-52-59.

Nathan, E., Bader, D.A. (2018). Incrementally updating Katz centrality in dynamic graphs. *Social Network Analysis and Mining*, 8(1).

Zhu, Y., Wang, T., Mohror, K. and 4 more (...) (2018). Direct-FUSE: Removing the middleman for high-performance fuse file system support. *Proceedings of the 8th International Workshop on Runtime and Operating Systems for Supercomputers, ROSS 2018 - In conjunction with HPDC 2018*.

Narasimhamurthy, S., Danilov, N., Wu, S. and 8 more (...) (2018). The SAGE project: A storage centric approach for exascale computing. *2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings*, 287–292.

Aaziz, O., Cook, J., Cook, J. and 3 more (...) (2018). A methodology for characterizing the correspondence between real and proxy applications. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2018-190-200.

Fox, A., Manteuffel, T. (2018). Algebraic multigrid for directed graph Laplacian linear systems (NS-LAMG). *Numerical Linear Algebra with Applications*, 25(3).

Thimmisetty, C.A., Ghanem, R.G., White, J.A. and 1 more (...) (2018). High-dimensional intrinsic interpolation using Gaussian process regression and diffusion maps. *Mathematical Geosciences*, 50(1), 77–96.

Heimann, M., Lee, W., Pan, S. and 2 more (...) (2018). HashAlign: Hash-based alignment of multiple graphs. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10939726–739.

Brannick, J., Cao, F., Kahl, K. and 2 more (...) (2018). Optimal interpolation and compatible relaxation in classical algebraic multigrid. *SIAM Journal on Scientific Computing*, 40(3), A1473–A1493.

Bhatia, H., Jain, N., Bhatele, A. and 4 more (...) (2018). Interactive investigation of traffic congestion on fat-tree networks using TreeScope. *Computer Graphics Forum*, 37(3), 561–572.

Burgess, S.C., Snyder, R.E., Rountree, B. (2018). Collective dispersal leads to variance in fitness and maintains offspring size variation within marine populations. *American Naturalist*, 191(3), 318–332.

Osborn, S., Zulian, P., Benson, T. and 3 more (...) (2018). Scalable hierarchical PDE sampler for generating spatially correlated random fields using nonmatching meshes. *Numerical Linear Algebra with Applications*, 25(3).

de Supinski, B.R., Scogland, T.R.W., Duran, A. and 5 more (...) (2018). The ongoing evolution of OpenMP. *Proceedings of the IEEE*, 106(11), 2004–2019.

Zhao, Y., Li, J., Liao, C. and 1 more (...) (2018). Bridging the gap between deep learning and sparse matrix format selection. *ACM SIGPLAN Notices*, 53(1), 94–108.

Pan, Y., Pearce, R., Owens, J.D. (2018). Scalable breadth-first search on a GPU cluster. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018*, 1090–1101.

Schanen, M., Gilbert, F., Petra, C.G. and 1 more (...) (2018). Toward multiperiod ac-based contingency constrained optimal power flow at large scale. *20th Power Systems Computation Conference, PSCC 2018*.

Francom, D., Sansó, B., Kupresanin, A. and 1 more (...) (2018). Sensitivity analysis and emulation for functional data using Bayesian adaptive splines. *Statistica Sinica*, 28(2), 791–816.

Voronin, K., Lee, C.S., Neumüller, M. and 2 more (...) (2018). Space-time discretizations using constrained first-order system least squares (CFOSLS). *Journal of Computational Physics*, 373863–876.

Bock, N., Negre, C.F.A., Mniszewski, S.M. and 6 more (...) (2018). The basic matrix library (BML) for quantum chemistry. *Journal of Supercomputing*, 74(11), 6201–6219.

Vempaty, A., Kailkhura, B., Varshney, P.K. (2018). Human-machine inference networks for smart decision making: Opportunities and challenges. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2018-6961-6965.

Lindstrom, P., Lloyd, S., Hittinger, J. (2018). Universal coding of the reals: Alternatives to IEEE floating point. *ACM International Conference Proceeding Series*.

Wei, Y., Singh, L., Buttler, D. and 1 more (...) (2018). Using semantic graphs to detect overlapping target events and story lines from newspaper articles. *International Journal of Data Science and Analytics*, 5(1), 41–60.

Song, H., Willi, M., Thiagarajan, J.J. and 2 more (...) (2018). Triplet network with attention for speaker diarization. *Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH*, 2018-3608-3612.

Barker, A.T., Dobrev, V., Gopalakrishnan, J. and 1 more (...) (2018). A scalable preconditioner for a primal discontinuous Petrov–Galerkin method. *SIAM Journal on Scientific Computing*, 40(2), A1187–A1203.

Gimenez, A., Gamblin, T., Jusufi, I. and 4 more (...) (2018). MemAxes: Visualization and analytics for characterizing complex memory performance behaviors. *IEEE Transactions on Visualization and Computer Graphics*, 24(7), 2180–2193.

Sanders, G., Pearce, R., La Fond, T. and 1 more (...) (2018). On large-scale graph generation with validation of diverse triangle statistics at edges and vertices. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018*, 287–296.

Liu, S., Li, T., Li, Z. and 3 more (...) (2018). Visual interrogation of attention-based models for natural language inference and machine comprehension. *EMNLP 2018 - Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Proceedings*, 36–41.

Liu, J., Bynum, M., Castillo, A. and 2 more (...) (2018). A multitree approach for global solution of ACOPF problems using piecewise outer approximations. *Computers and Chemical Engineering*, 114145–157.

Thiagarajan, J.J., Anirudh, R., Kailkhura, B. and 5 more (...) (2018). PADDLE: Performance analysis using a data-driven learning environment. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018*, 784–793.

Liao, C., Lin, P.-H., Schordan, M. and 1 more (...) (2018). A semantics-driven approach to improving dataracebench’s OpenMP standard coverage. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11128189–202.

Parker, J.B., Lodestro, L.L., Told, D. and 5 more (...) (2018). Bringing global gyrokinetic turbulence simulations to the transport timescale using a multiscale approach. *Nuclear Fusion*, 58(5).

Crawford, D., Thiagarajan, P., Goings, J. and 3 more (...) (2018). Advancements of ultra-high peak power laser diode arrays. *Proceedings of SPIE - The International Society for Optical Engineering*, 10514.

Schmidt, K., Bernstein, J., Barton, N. and 2 more (...) (2018). Sensitivity analysis of strength models using Bayesian adaptive splines. *AIP Conference Proceedings*, 1979.

Andrej, J., Meurer, T. (2018). Flatness-based constrained optimal control of reaction-diffusion systems. *Proceedings of the American Control Conference*, 2018-2539-2544.

Santiago, C.P., Lavor, C., Monteiro, S.A. and 1 more (...) (2018). A new algorithm for the small-field astrometric point-pattern matching problem. *Journal of Global Optimization*, 72(1), 55–70.

Nathan, E., Bader, D.A. (2018). Approximating personalized Katz centrality in dynamic graphs. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10777290–302.

Savoie, L., Lowenthal, D.K., de Supinski, B.R. and 1 more (...) (2018). A study of network quality of service in many-core MPI applications.

Nathan, E., Sanders, G., Henson, V.E. and 1 more (...) (2018). Numerically approximating centrality for graph ranking guarantees. *Journal of Computational Science*, 26205–216.

Lin, P.-H., Liao, C., Schordan, M. and 1 more (...) (2018). Runtime and memory evaluation of data race detection tools. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11245179–196.

Shrestha, A., Ahmed, K., Wang, Y. and 4 more (...) (2018). Modular spiking neural circuits for mapping long short-term memory on a neurosynaptic processor. *IEEE Journal on Emerging and Selected Topics in Circuits and Systems*, 8(4), 782–795.

Menon, H., Mohror, K. (2018). DisCVar: Discovering critical variables using algorithmic differentiation for transient faults. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 195–206.

Lin, Y., Wang, S., Thiagarajan, J. and 2 more (...) (2018). Efficient data-driven geologic feature characterization from pre-stack seismic measurements using randomized machine learning algorithm. *Geophysical Journal International*, 215(3), 1900–1913.

Kalchev, D.Z., Manteuffel, T.A., Münzenmaier, S. (2018). Mixed (LL∗)−1 and LL∗ least-squares finite element methods with application to linear hyperbolic problems. *Numerical Linear Algebra with Applications*, 25(3).

Pazner, W., Persson, P.-O. (2018). Interior penalty tensor-product preconditioners for high-order discontinuous Galerkin discretizations. *AIAA Aerospace Sciences Meeting*, (210059).

Fond, T.L.A., Neville, J., Gallagher, B. (2018). Designing size consistent statistics for accurate anomaly detection in dynamic networks. *ACM Transactions on Knowledge Discovery from Data*, 12(4).

Ghosh, D., Dorf, M.A., Dorr, M.R. and 1 more (...) (2018). Kinetic simulation of collisional magnetized plasmas with semi-implicit time integration. *Journal of Scientific Computing*, 77(2), 819–849.

Cheng, J., Chen, R.L.-Y., Najm, H.N. and 3 more (...) (2018). Chance-constrained economic dispatch with renewable energy and storage. *Computational Optimization and Applications*, 70(2), 479–502.

Iwabuchi, K., Sanders, G., Henderson, K. and 1 more (...) (2018). Computing exact vertex eccentricity on massive-scale distributed graphs. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2018-257-267.

Sakamoto, R., Patki, T., Cao, T. and 6 more (...) (2018). Analyzing resource trade-offs in hardware overprovisioned supercomputers. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018*, 526–535.

Cheng, J., Chen, R.L.-Y., Najm, H.N. and 3 more (...) (2018). Distributionally robust optimization with principal component analysis. *SIAM Journal on Optimization*, 28(2), 1817–1841.

Saboo, B., Singh, R.B., Bhardwaj, K. and 4 more (...) (2018). Fats and oils for health promotion and disease prevention. *The Role of Functional Food Security in Global Health*, 273–285.

Wang, P., Raman, K.S., Maclaren, S.A. and 4 more (...) (2018). Three-dimensional design simulations of a high-energy density reshock experiment at the National Ignition Facility. *Journal of Fluids Engineering, Transactions of the ASME*, 140(4).

Cranford, J.P., O’Hara, T.J., Villongco, C.T. and 11 more (...) (2018). Efficient computational modeling of human ventricular activation and its electrocardiographic representation: A sensitivity study. *Cardiovascular Engineering and Technology*, 9(3), 447–467.

Bynum, M., Castillo, A., Watson, J.-P. and 1 more (...) (2018). Strengthened SOCP relaxations for ACOPF with McCormick envelopes and bounds tightening. *Computer Aided Chemical Engineering*, 441555–1560.

Nathan, E., Fairbanks, J., Bader, D. (2018). Ranking in dynamic graphs using exponential centrality. *Studies in Computational Intelligence*, 689378–389.

Yu, Y., Delzanno, G.L., Jordanova, V. and 2 more (...) (2018). PIC simulations of wave-particle interactions with an initial electron velocity distribution from a kinetic ring current model. *Journal of Atmospheric and Solar-Terrestrial Physics*, 177169–178.

Bishel, D.T., Bachmann, B., Yi, A. and 14 more (...) (2018). Using time-resolved penumbral imaging to measure low hot spot x-ray emission signals from capsule implosions at the National Ignition Facility. *Review of Scientific Instruments*, 89(10).

Dorf, M., Dorr, M., Hittinger, J. and 2 more (...) (2018). High-order finite-volume modeling of drift waves. *Journal of Computational Physics*, 373446–454.

Aasawat, T.K., Reza, T., Ripeanu, M. (2018). How well do CPU, GPU and hybrid graph processing frameworks perform?.

Pazner, W., Persson, P.-O. (2018). On the convergence of iterative solvers for polygonal Discontinuous Galerkin discretizations. *Communications in Applied Mathematics and Computational Science*, 13(1), 27–51.

Alom, M.Z., Moody, A.T., Maruyama, N. and 2 more (...) (2018). Effective quantization approaches for recurrent neural networks. *Proceedings of the International Joint Conference on Neural Networks*.

Fox, A., Sanders, G., Knyazev, A. (2018). Investigation of spectral clustering for signed graph matrix representations. *2018 IEEE High Performance Extreme Computing Conference, HPEC 2018*.

Gopalakrishnan, J., Neumüller, M., Vassilevski, P.S. (2018). The auxiliary space preconditioner for the de Rham complex. *SIAM Journal on Numerical Analysis*, 56(6), 3196–3218.

Haan, S.W., Clark, D.S., Weber, C.R. and 34 more (...) (2018). Update 2017 on target fabrication requirements for high-Performance NIF implosion experiments. *Fusion Science and Technology*, 72(2), 83–88.

Petruzza, S., Treichler, S., Pascucci, V. and 1 more (...) (2018). Babelflow: An embedded domain specific language for parallel analysis and visualization. *Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018*, 463–473.

Peng, I.B., Moore, S.V., Vetter, J.S. and 1 more (...) (2018). Tuyere: Enabling scalable memory workloads for system exploration. *HPDC 2018 - Proceedings of the 2018 International Symposium on High-Performance Parallel and Distributed Computing*, 180–191.

Reza, T., Zimmer, A., Blasco, J.M.D. and 3 more (...) (2018). Accelerating persistent scatterer pixel selection for InSAR processing. *IEEE Transactions on Parallel and Distributed Systems*, 29(1), 16–30.

Balos, C., De La Vega, D., Abuelhaj, Z. and 3 more (...) (2018). A2Cloud: An analytical model for application-to-cloud matching to empower scientific computing. *IEEE International Conference on Cloud Computing, CLOUD*, 2018-548-555.

Sultana, N., Farmer, M.S., Skjellum, A. and 3 more (...) (2018). MPI stages: Checkpointing MPI state for bulk synchronous applications. *ACM International Conference Proceeding Series*.

Noorazar, H., Sottile, M.J., Vixie, K.R. (2018). An energy-based interaction model for population opinion dynamics with topic coupling. *International Journal of Modern Physics C*, 29(11).

Christensen, M.L.C., Vassilevski, P.S., Villa, U. (2018). Nonlinear multigrid solvers exploiting AMGe coarse spaces with approximation properties. *Journal of Computational and Applied Mathematics*, 340691–708.

Minhas, U.I., Russell, M., Kaloutsakis, S. and 6 more (...) (2018). NanoStreams: A microserver architecture for real-time analytics on fast data streams. *IEEE Transactions on Multi-Scale Computing Systems*, 4(3), 396–409.

Kestor, G., Peng, I.B., Gioiosa, R. and 1 more (...) (2018). Understanding scale-dependent soft-error behavior of scientific applications. *Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018*, 482–491.

Hermanns, M.-A., Hjlem, N.T., Knobloch, M. and 2 more (...) (2018). Enabling callback-driven runtime introspection via MPI_T. *ACM International Conference Proceeding Series*.

Kailkhura, B., Thiagarajan, J.J., Rastogi, C. and 2 more (...) (2018). A spectral approach for the design of experiments: Design, analysis and algorithms. *Journal of Machine Learning Research*, 19.

Yan, Y., Heimann, M., Jin, D. and 1 more (...) (2018). Fast flow-based random walk with restart in a multi-query setting. *SIAM International Conference on Data Mining, SDM 2018*, 342–350.

Petruzza, S., Venkat, A., Gyulassy, A. and 5 more (...) (2018). Scaling big data neuroscience: From interactive analytics to HPC platforms. *Advances in Parallel Computing*, 3353–68.

Yen, A.Y., Barnes, P.D., Kailkhura, B. and 4 more (...) (2018). Large-scale parallel simulations of distributed detection algorithms for collaborative autonomous sensor networks. *Proceedings of SPIE - The International Society for Optical Engineering*, 10652.

Top, P., Banks, E., Barnes, P.D. and 7 more (...) (2018). Simulation of a RTU cyber attack on a transformer bank. *IEEE Power and Energy Society General Meeting*, 2018-1-5.

Pham, L.H., Albanese, M., Priest, B.W. (2018). A quantitative framework to model advanced persistent threats. *ICETE 2018 - Proceedings of the 15th International Joint Conference on e-Business and Telecommunications*, 2282–293.

Petra, C.G., Qiang, F., Lubin, M. and 1 more (...) (2018). On efficient Hessian computation using the edge pushing algorithm in Julia. *Optimization Methods and Software*, 33(4–6), 1010–1029.

Priest, B.W., Pearce, R., Sanders, G. (2018). Estimating edge-local triangle count heavy hitters in edge-linear time and almost-vertex-linear space. *2018 IEEE High Performance Extreme Computing Conference, HPEC 2018*.

Bertolacci, I., Strout, M.M., de Supinski, B.R. and 3 more (...) (2018). Extending OpenMP to facilitate loop optimization. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 1112853–65.

Killian, W., Scogland, T., Kunen, A. and 1 more (...) (2018). The design and implementation of OpenMP 4.5 and OpenACC backends for the RAJA C++ performance portability layer. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 1073263–82.

Menon, H., Mohror, K. (2018). DisCVar: Discovering critical variables using algorithmic differentiation for transient faults. *ACM SIGPLAN Notices*, 53(1), 195–206.

Chalios, C., Georgakoudis, G., Tovletoglou, K. and 3 more (...) (2018). DARE: Data-Access Aware Refresh via spatial-temporal application resilience on commodity servers. *International Journal of High Performance Computing Applications*, 32(1), 74–88.

Lee, W., Dorf, M.A., Dorr, M.R. and 5 more (...) (2018). Verification of 5D continuum gyrokinetic code COGENT: Studies of kinetic drift wave instability. *Contributions to Plasma Physics*, 58(6–8), 445–450.

Nitsche, S., Silva-Monroy, C.A., Staid, A. and 3 more (...) (2018). Improving wind power prediction intervals using vendor-supplied probabilistic forecast information. *IEEE Power and Energy Society General Meeting*, 2018-1-5.

Thiagarajan, J.J., Liu, S., Ramamurthy, K.N. and 1 more (...) (2018). Exploring high-dimensional structure via axis-aligned decomposition of linear projections. *Computer Graphics Forum*, 37(3), 241–251.

Ponce, C., Bindel, D.S., Vassilevski, P.S. (2018). A nonlinear algebraic multigrid framework for the power flow equations. *SIAM Journal on Scientific Computing*, 40(3), B812–B833.

Gel, A., Vaidheeswaran, A., Musser, J. and 1 more (...) (2018). Toward the development of a verification, validation, and uncertainty quantification framework for granular and multiphase flows. Part 1: Screening study and sensitivity analysis. *Journal of Verification, Validation and Uncertainty Quantification*, 3(3).

Crawford, P., Barnes, P.D., Eidenbenz, S.J. and 1 more (...) (2018). Sampling simulation model profile data for analysis. *SIGSIM-PADS 2018 - Proceedings of the 2018 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation*, 17–28.

Pearce, O. (2018). Experiences using CPUs and GPUs for cooperative computation in a multi-physics simulation. *ACM International Conference Proceeding Series*.

Vempaty, A., Kailkhura, B., Varshney, P.K. (2018). Secure networked inference with unreliable data sources. *Secure Networked Inference with Unreliable Data Sources*, 1–208.

Sjögreen, B., Yee, H.C. (2018). Reprint of: Accuracy consideration by DRP schemes for DNS and LES of compressible flow computations. *Computers and Fluids*, 169317–330.

Chakraborty, I., Vrabie, D. (2018). Fault detection for dynamical systems using differential geometric and concurrent learning approach. 51(24), 1395–1402.

De La Rosa, L., Kilgallon, S., Vanderbruggen, T. and 1 more (...) (2018). Efficient characterization and classification of malware using deep learning. *Proceedings - Resilience Week 2018, RWS 2018*, 77–83.

Stoltzfus, L., Lin, P.-H., Emani, M. and 1 more (...) (2018). Data placement optimization in GPU memory hierarchy using predictive modeling. *ACM International Conference Proceeding Series*, 45–49.

Nikl, J., Kuchařik, M., Holec, M. and 1 more (...) (2018). Curvilinear high-order Lagrangian hydrodynamic code for the laser–target interaction. *45th EPS Conference on Plasma Physics, EPS 2018*, 2018-513-516.

Kailkhura, B., Vempaty, A., Varshney, P.K. (2018). Collaborative spectrum sensing in the presence of Byzantine attacks. *Cooperative and Graph Signal Processing: Principles and Applications*, 505–522.

Kotov, D.V., Yee, H.C., Wray, A.A. and 2 more (...) (2018). Corrigendum to “Numerical dissipation control in high order shock-capturing schemes for LES of low speed flows.” *Journal of Computational Physics*, 352.

Santiago, C.P., Assunção Monteiro, S., Inácio, H. and 2 more (...) (2018). An efficient algorithm for the projection of a point on the intersection of two hyperplanes and a box in R n. *EURO Journal on Computational Optimization*.

Chakraborty, I., Chakraborty, R., Vrabie, D. (2018). Generative adversarial network based autoencoder: Application to fault detection problem for closed-loop dynamical systems. *CEUR Workshop Proceedings*, 2289.

Lloyd, S., Gokhale, M. (2018). Design space exploration of near memory accelerators. *ACM International Conference Proceeding Series*.

Schordan, M., Beyer, D., Siegel, S.F. (2018). Evaluating tools for software verification (track introduction). *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 11245139–143.

Knoop, J., Schordan, M. (2018). Message from the general chairs. *CGO 2018 - Proceedings of the 2018 International Symposium on Code Generation and Optimization*, 2018-iii-iv.

Yan, Y., Brightwell, R., Sun, X.-H. and 1 more (...) (2018). Message from the workshop organizers. *ACM International Conference Proceeding Series*.

Lindstrom, P., Qu, H. (2018). Special issue: Visualization connections. *IEEE Computer Graphics and Applications*, 38(6), 24–25.

Haut, T.S., Maginot, P.G., Tomov, V.Z. and 2 more (...) (2018). An efficient sweep-based solver for the S N equations on high-order meshes. *Transactions of the American Nuclear Society*, 118357–360.

Scogland, T., Beckingsale, D. (2018). Introduction. *International Journal of High Performance Computing Applications*, 32(4), 553–554.

Ghanem, S., Krim, H., Clouse, H.S. and 1 more (...) (2018). Metric driven classification: A non-parametric approach based on the Henze-Penrose test statistic. *IEEE Transactions on Image Processing*, 27(12), 5947–5956.

Beckingsale, D., Scogland, T. (2018). WRAp'18: Workshop on Representative Applications Welcome Message. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Whitehead, J.P., Haut, T., Wingate, B.A. (2018). The effect of two distinct fast time scales in the rotating, stratified Boussinesq equations: variations from quasi-geostrophy. *Theoretical and Computational Fluid Dynamics*, 32(6), 713–732.

Haut, T.S., Maginot, P.G., Tomov, V.Z. and 2 more (...) (2018). An efficient sweep-based solver for the S N equations on high-order meshes. *AISTech-Iron and Steel Technology Conference Proceedings*, 2018-357-360.

Francois, M.M., Sun, A., King, W.E. and 24 more (...) (2017). Modeling of additive manufacturing processes for metals: Challenges and opportunities. *Current Opinion in Solid State and Materials Science*, 21(4), 198–206.

Forootan, A., Sjöback, R., Björkman, J. and 3 more (...) (2017). Methods to determine limit of detection and limit of quantification in quantitative real-time PCR (qPCR). *Biomolecular Detection and Quantification*, 121–6.

Liu, S., Maljovec, D., Wang, B. and 2 more (...) (2017). Visualizing high-dimensional data: Advances in the past decade. *IEEE Transactions on Visualization and Computer Graphics*, 23(3), 1249–1268.

Dvorkin, Y., Fernandez-Blanco, R., Kirschen, D.S. and 3 more (...) (2017). Ensuring profitability of energy storage. *IEEE Transactions on Power Systems*, 32(1), 611–623.

Ingólfsson, H.I., Carpenter, T.S., Bhatia, H. and 3 more (...) (2017). Computational lipidomics of the neuronal plasma membrane. *Biophysical Journal*, 113(10), 2271–2280.

Weber, S., Bechet, S., Borneis, S. and 37 more (...) (2017). P3: An installation for high-energy density plasma physics and ultra-high intensity laser–matter interaction at ELI-Beamlines. *Matter and Radiation at Extremes*, 2(4), 149–176.

Dryden, N., Moon, T., Jacobs, S.A. and 1 more (...) (2017). Communication quantization for data-parallel training of deep neural networks. *Proceedings of MLHPC 2016: Machine Learning in HPC Environments - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 1–8.

Xu, B., Wang, Y., Dvorkin, Y. and 4 more (...) (2017). Scalable Planning for Energy Storage in Energy and Reserve Markets. *IEEE Transactions on Power Systems*, 32(6), 4515–4527.

Meezan, N.B., Edwards, M.J., Hurricane, O.A. and 48 more (...) (2017). Indirect drive ignition at the National Ignition Facility. *Plasma Physics and Controlled Fusion*, 59(1).

Ferreira da Silva, R., Filgueira, R., Pietri, I. and 3 more (...) (2017). A characterization of workflow management systems for extreme-scale applications. *Future Generation Computer Systems*, 75228–238.

Weber, C.R., Casey, D.T., Clark, D.S. and 23 more (...) (2017). Improving ICF implosion performance with alternative capsule supports. *Physics of Plasmas*, 24(5).

MacPhee, A.G., Casey, D.T., Clark, D.S. and 16 more (...) (2017). X-ray shadow imprint of hydrodynamic instabilities on the surface of inertial confinement fusion capsules by the fuel fill tube. *Physical Review E*, 95(3).

Kailkhura, B., Brahma, S., Varshney, P.K. (2017). Data falsification attacks on consensus-based detection systems. *IEEE Transactions on Signal and Information Processing over Networks*, 3(1), 145–158.

Palmintier, B., Krishnamurthy, D., Top, P. and 3 more (...) (2017). Design of the HELIGS high-performance transmission-distribution-communication-market go-simulation framework. *2017 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2017 - Held as part of CPS Week, Proceedings*.

Chen, Y., Tóth, G., Cassak, P. and 7 more (...) (2017). Global three-dimensional simulation of earth's dayside reconnection using a two-way coupled magnetohydrodynamics with embedded particle-in-cell model: initial results. *Journal of Geophysical Research: Space Physics*, 122(10), 10–335.

Jimenez, I., Sevilla, M., Watkins, N. and 5 more (...) (2017). The popper convention: Making reproducible systems evaluation practical. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017*, 1561–1570.

Nagel, S.R., Raman, K.S., Huntington, C.M. and 16 more (...) (2017). A platform for studying the Rayleigh-Taylor and Richtmyer–Meshkov instabilities in a planar geometry at high energy density at the National Ignition Facility. *Physics of Plasmas*, 24(7).

Pearce, R. (2017). Triangle counting for scale-free graphs at scale in distributed memory. *2017 IEEE High Performance Extreme Computing Conference, HPEC 2017*.

Ferré, G., Haut, T., Barros, K. (2017). Learning molecular energies using localized graph kernels. *Journal of Chemical Physics*, 146(11).

Clark, D.S., Kritcher, A.L., Milovich, J.L. and 8 more (...) (2017). Capsule modeling of high foot implosion experiments on the National Ignition Facility. *Plasma Physics and Controlled Fusion*, 59(5).

Tommasini, R., Bailey, C., Bradley, D.K. and 29 more (...) (2017). Short pulse, high resolution, backlighters for point projection high-energy radiography at the National Ignition Facility. *Physics of Plasmas*, 24(5).

Safta, C., Chen, R.L.-Y., Najm, H.N. and 2 more (...) (2017). Efficient uncertainty quantification in stochastic economic dispatch. *IEEE Transactions on Power Systems*, 32(4), 2535–2546.

Dobrev, V.A., Kolev, Tz., Petersson, N.A. and 1 more (...) (2017). Two-level convergence theory for multigrid reduction in time (MGRIT). *SIAM Journal on Scientific Computing*, 39(5), S501–S527.

Anirudh, R., Turaga, P., Su, J. and 1 more (...) (2017). Elastic functional coding of Riemannian trajectories. *IEEE Transactions on Pattern Analysis and Machine Intelligence*, 39(5), 922–936.

Anderson, R., Dobrev, V., Kolev, T. and 4 more (...) (2017). High-order local maximum principle preserving (MPP) discontinuous Galerkin finite element method for the transport equation. *Journal of Computational Physics*, 334102–124.

Pak, A., Divol, L., Kritcher, A.L. and 34 more (...) (2017). Examining the radiation drive asymmetries present in the high foot series of implosion experiments at the National Ignition Facility. *Physics of Plasmas*, 24(5).

Martinez, D.A., Smalyuk, V.A., MacPhee, A.G. and 20 more (...) (2017). Hydro-instability growth of perturbation seeds from alternate capsule-support strategies in indirect-drive implosions on National Ignition Facility. *Physics of Plasmas*, 24(10).

Pazner, W., Persson, P.-O. (2017). Stage-parallel fully implicit Runge–Kutta solvers for discontinuous Galerkin fluid simulations. *Journal of Computational Physics*, 335700–717.

Peng, I.B., Gioiosa, R., Kestor, G. and 3 more (...) (2017). Exploring the performance benefit of hybrid memory system on HPC environments. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017*, 683–692.

Liao, C., Lin, P.-H., Asplund, J. and 2 more (...) (2017). DataRaceBench: A benchmark suite for systematic evaluation of data race detection tools. *Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017*.

Peng, I.B., Gioiosa, R., Kestor, G. and 3 more (...) (2017). RTHMS: A tool for data placement on hybrid memory system. *International Symposium on Memory Management, ISMM*, 12867782–91.

Sakla, W., Konjevod, G., Mundhenk, T.N. (2017). Deep multi-modal vehicle detection in aerial ISR imagery. *Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017*, 916–923.

Marathe, A., Anirudh, R., Jain, N. and 6 more (...) (2017). Performance modeling under resource constraints using deep transfer learning. *Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017*.

Staid, A., Watson, J.-P., Wets, R.J.-B. and 1 more (...) (2017). Generating short-term probabilistic wind power scenarios via nonparametric forecast error density estimators. *Wind Energy*, 20(12), 1911–1925.

Petra, N., Petra, C.G., Zhang, Z. and 2 more (...) (2017). A Bayesian approach for parameter estimation with uncertainty for dynamic power systems. *IEEE Transactions on Power Systems*, 32(4), 2735–2743.

Tóth, G., Chen, Y., Gombosi, T.I. and 3 more (...) (2017). Scaling the ion inertial length and its implications for modeling reconnection in global simulations. *Journal of Geophysical Research: Space Physics*, 122(10), 10–355.

Kailkhura, B., Wimalajeewa, T., Varshney, P.K. (2017). Collaborative compressive detection with physical layer secrecy constraints. *IEEE Transactions on Signal Processing*, 65(4), 1013–1025.

Draeger, E.W., Andrade, X., Gunnels, J.A. and 3 more (...) (2017). Massively parallel first-principles simulation of electron dynamics in materials. *Journal of Parallel and Distributed Computing*, 106205–214.

Falgout, R.D., Manteuffel, T.A., O'Neill, B. and 1 more (...) (2017). Multigrid reduction in time for nonlinear parabolic problems: A case study. *SIAM Journal on Scientific Computing*, 39(5), S298–S322.

Petrides, S., Demkowicz, L.F. (2017). An adaptive DPG method for high frequency time-harmonic wave propagation problems. *Computers and Mathematics with Applications*, 74(8), 1999–2017.

Nagaraj, S., Petrides, S., Demkowicz, L.F. (2017). Construction of DPG Fortin operators for second order problems. *Computers and Mathematics with Applications*, 74(8), 1964–1980.

Munoz, F.D., van der Weijde, A.H., Hobbs, B.F. and 1 more (...) (2017). Does risk aversion affect transmission and generation planning? A Western North America case study. *Energy Economics*, 64213–225.

Chen, R.L.-Y., Fan, N., Pinar, A. and 1 more (...) (2017). Contingency-constrained unit commitment with post-contingency corrective recourse. *Annals of Operations Research*, 249(1–2), 381–407.

Morgan, J.C., Chinen, A.S., Omell, B. and 3 more (...) (2017). Thermodynamic modeling and uncertainty quantification of CO2-loaded aqueous MEA solutions. *Chemical Engineering Science*, 168309–324.

Falgout, R.D., Friedhoff, S., Kolev, T.V. and 3 more (...) (2017). Multigrid methods with space–time concurrency. *Computing and Visualization in Science*, 18(4–5), 123–143.

Gounley, J., Draeger, E.W., Randles, A. (2017). Numerical simulation of a compound capsule in a constricted microchannel. *Procedia Computer Science*, 108175–184.

Bank, R.E., Vassilevski, P.S., Zikatanov, L.T. (2017). Arbitrary dimension convection–diffusion schemes for space–time discretizations. *Journal of Computational and Applied Mathematics*, 31019–31.

Keith, B., Petrides, S., Fuentes, F. and 1 more (...) (2017). Discrete least-squares finite element methods. *Computer Methods in Applied Mechanics and Engineering*, 327226–255.

Sakamoto, R., Cao, T., Kondo, M. and 6 more (...) (2017). Production hardware overprovisioning: real-world performance optimization using an extensible power-aware resource management framework. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017*, 957–966.

Smalyuk, V.A., Robey, H.F., Casey, D.T. and 61 more (...) (2017). Mix and hydrodynamic instabilities on NIF. *Journal of Instrumentation*, 12(6).

Georgakoudis, G., Laguna, I., Nikolopoulos, D.S. and 1 more (...) (2017). REFINE: Realistic fault injection via compiler-based instrumentation for accuracy, portability and speed. *Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017*.

Johansen, H., Rodgers, A., Petersson, N.A. and 3 more (...) (2017). Toward exascale earthquake ground motion simulations for near-fault engineering analysis. *Computing in Science and Engineering*, 19(5), 27–37.

Marathe, A., Zhang, Y., Blanks, G. and 3 more (...) (2017). An empirical survey of performance and energy efficiency variation on Intel processors. *Proceedings of E2SC 2017: 5th International Workshop on Energy Efficient Supercomputing - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Peng, I.B., Markidis, S., Laure, E. and 2 more (...) (2017). Exploring application performance on emerging hybrid-memory supercomputers. *Proceedings - 18th IEEE International Conference on High Performance Computing and Communications, 14th IEEE International Conference on Smart City and 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016*, 473–480.

Li, R., Saad, Y. (2017). Low-rank correction methods for algebraic domain decomposition preconditioners. *SIAM Journal on Matrix Analysis and Applications*, 38(3), 807–828.

Ong, M.T., Bhatia, H., Gyulassy, A.G. and 5 more (...) (2017). Complex ion dynamics in carbonate lithium-ion battery electrolytes. *Journal of Physical Chemistry C*, 121(12), 6589–6595.

Wang, T., Moody, A., Zhu, Y. and 4 more (...) (2017). MetaKV: A key-value store for metadata management of distributed burst buffers. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017*, 1174–1183.

Shiraiwa, S., Wright, J.C., Bonoli, P.T. and 2 more (...) (2017). RF wave simulation for cold edge plasmas using the MFEM library. *EPJ Web of Conferences*, 157.

Richards, D.F., Bleile, R.C., Brantley, P.S. and 3 more (...) (2017). Quicksilver: A proxy app for the Monte Carlo transport code mercury. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 866–873.

Sjögreen, B., Yee, H.C. (2017). Accuracy consideration by DRP schemes for DNS and LES of compressible flow computations. *Computers and Fluids*, 159123–136.

Alom, M.Z., Van Essen, B., Moody, A.T. and 2 more (...) (2017). Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system. *Proceedings of the International Joint Conference on Neural Networks*, 3922–3929.

Jasper, M., Fecke, M., Steffen, B. and 5 more (...) (2017). The RERS 2017 challenge and workshop (Invited Paper). *SPIN 2017 - Proceedings of the 24th ACM SIGSOFT International SPIN Symposium on Model Checking of Software*, 11–20.

Beckingsale, D., Pearce, O., Laguna, I. and 1 more (...) (2017). Apollo: Reusable models for fast, dynamic tuning of input-dependent code. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017*, 307–316.

Simakov, A.N., Wilson, D.C., Yi, S.A. and 33 more (...) (2017). Performance of beryllium targets with full-scale capsules in low-fill 6.72-mm hohlraums on the National Ignition Facility. *Physics of Plasmas*, 24(5).

Barnett, J., Watson, J.-P., Woodruff, D.L. (2017). BBPH: Using progressive hedging within branch and bound to solve multi-stage stochastic mixed integer programs. *Operations Research Letters*, 45(1), 34–39.

Shudler, S., Calotoiu, A., Hoefler, T. and 1 more (...) (2017). Isoefficiency in practice: Configuring and understanding the performance of task-based applications. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 131–143.

Jimenez, I., Arpaci-Dusseau, A., Arpaci-Dusseau, R. and 4 more (...) (2017). PopperCI: Automated reproducibility validation. *2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017*, 450–455.

Sjögreen, B., Yee, H.C., Kotov, D. (2017). Skew-symmetric splitting and stability of high order central schemes. *Journal of Physics: Conference Series*, 837(1).

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Mathematical modeling and optimization. *Springer Optimization and Its Applications*, 6715–27.

Taylor, C., Arias, P., Klopchic, J. and 2 more (...) (2017). CTF: State-of-the-Art and building the next generation. *ASE 2017 - 2017 USENIX Workshop on Advances in Security Education, co-located with USENIX Security 2017*.

Haque, R., Richards, D. (2017). Optimizing PGAS overhead in a multi-locale chapel implementation of CoMD. *Proceedings of PAW 2016: 1st PGAS Applications Workshop - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 25–32.

Lam, M.O., Rountree, B.L. (2017). Floating-point shadow value analysis. *Proceedings of ESPT 2016: 5th Workshop on Extreme-Scale Programming Tools - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 18–25.

Bhatele, A., Yeom, J.-S., Jain, N. and 5 more (...) (2017). Massively parallel simulations of spread of infectious diseases over realistic social networks. *Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017*, 689–694.

Nathan, E., Bader, D.A. (2017). A dynamic algorithm for updating Katz centrality in graphs. *Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017*, 149–154.

Nathan, E., Sanders, G., Fairbanks, J. and 2 more (...) (2017). Graph ranking guarantees for numerical approximations to Katz centrality. *Procedia Computer Science*, 10868–78.

Sato, K., Ahn, D.H., Laguna, I. and 3 more (...) (2017). Noise injection techniques to expose subtle and unintended message races. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 89–101.

Reza, T., Klymko, C., Ripeanu, M. and 2 more (...) (2017). Towards practical and robust labeled pattern matching in trillion-edge graphs. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2017-1-12.

Guo, Z., Chen, R.L.-Y., Fan, N. and 1 more (...) (2017). Contingency-constrained unit commitment with intervening time for system adjustments. *IEEE Transactions on Power Systems*, 32(4), 3049–3059.

McIntosh-Smith, S., Martineau, M., Deakin, T. and 6 more (...) (2017). TeaLeaf: A mini-application to enable design-space explorations for iterative sparse linear solvers. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2017-842-849.

Searles, R., Xu, L., Killian, W. and 7 more (...) (2017). Parallelization of machine learning applied to call graphs of binaries for malware detection. *Proceedings - 2017 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017*, 69–77.

Tranquilli, P., Glandon, S.R., Sarshar, A. and 1 more (...) (2017). Analytical Jacobian-vector products for the matrix-free time integration of partial differential equations. *Journal of Computational and Applied Mathematics*, 310213–223.

Holec, M., Limpouch, J., Liska, R. and 1 more (...) (2017). High-order discontinuous Galerkin nonlocal transport and energy equations scheme for radiation hydrodynamics. *International Journal for Numerical Methods in Fluids*, 83(10), 779–797.

Lee, C.S., Vassilevski, P.S. (2017). Parallel solver for H(div) problems using hybridization and AMG. *Lecture Notes in Computational Science and Engineering*, 11669–80.

Shrestha, A., Ahmed, K., Wang, Y. and 4 more (...) (2017). A spike-based long short-term memory on a neurosynaptic processor. *IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD*, 2017-631-637.

Fond, T.L., Sanders, G., Klymko, C. and 1 more (...) (2017). An ensemble framework for detecting community changes in dynamic networks. *2017 IEEE High Performance Extreme Computing Conference, HPEC 2017*.

Reisert, P., Calotoiu, A., Shudler, S. and 1 more (...) (2017). Following the blind seer –creating better performance models using less information. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10417106–118.

Yeom, J.-S., Thiagarajan, J.J., Bhatele, A. and 2 more (...) (2017). Data-driven performance modeling of linear solvers for sparse matrices. *Proceedings of PMBS 2016: 7th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computing Systems - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 32–42.

Widanagamaachchi, W., Jacques, A., Wang, B. and 4 more (...) (2017). Exploring the evolution of pressure-perturbations to understand atmospheric phenomena. *IEEE Pacific Visualization Symposium*, 101–110.

Sarshar, A., Tranquilli, P., Pickering, B. and 3 more (...) (2017). A numerical investigation of matrix-free implicit time-stepping methods for large CFD simulations. *Computers and Fluids*, 15953–63.

Song, H., Thiagarajan, J.J., Sattigeri, P. and 2 more (...) (2017). A deep learning approach to multiple kernel fusion. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2292–2296.

Cui, X., Scogland, T.R.W., de Supinski, B.R. and 1 more (...) (2017). Directive-based partitioning and pipelining for graphics processing units. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017*, 575–584.

Ricketson, L.F., Cerfon, A.J. (2017). Sparse grid techniques for particle-in-cell schemes. *Plasma Physics and Controlled Fusion*, 59(2).

Gillette, A., Hoist, M., Zhu, Y. (2017). Finite element exterior calculus for evolution problems. *Journal of Computational Mathematics*, 35(2), 187–212.

Perarnau, S., Zounmevo, J.A., Dreher, M. and 6 more (...) (2017). Argo NodeOS: Toward unified resource management for exascale. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017*, 153–162.

Patki, T., Lowenthal, D.K., Rountree, B.L. and 2 more (...) (2017). Economic viability of hardware overprovisioning in power-constrained high performance computing. *Proceedings of E2SC 2016: 4th International Workshop on Energy Efficient Supercomputing - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 8–15.

Wang, L., Osei-Kuffuor, D., Falgout, R. and 2 more (...) (2017). Multigrid reduction for coupled flow problems with application to reservoir simulation. *Society of Petroleum Engineers - SPE Reservoir Simulation Conference 2017*, 2213–2226.

Soundarajan, S., Gallagher, B., Eliassi-Rad, T. and 1 more (...) (2017). ϵ-WGX: Adaptive edge probing for enhancing incomplete networks. *WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference*, 161–170.

Bachmann, B., Abu-Shawareb, H., Alexander, N. and 30 more (...) (2017). X-ray penumbral imaging diagnostic developments at the National Ignition Facility. *Proceedings of SPIE - The International Society for Optical Engineering*, 10390.

Nguyen, H.T., Wei, L., Bhatele, A. and 5 more (...) (2017). VIPACT: A visualization interface for analyzing calling context trees. *Proceedings of VPA 2016: 3rd Workshop on Visual Performance Analysis - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 25–28.

Peng, I.B., Markidis, S., Gioiosa, R. and 2 more (...) (2017). MPI streams for HPC applications. *Advances in Parallel Computing*, 3075–92.

Ellsworth, D., Patki, T., Schulz, M. and 2 more (...) (2017). A unified platform for exploring power management strategies. *Proceedings of E2SC 2016: 4th International Workshop on Energy Efficient Supercomputing - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 24–30.

Sun, Y., Tong, C. (2017). Dynamic reduced-order models of integrated physics-specific systems for carbon sequestration. *Geomechanics and Geophysics for Geo-Energy and Geo-Resources*, 3(3), 315–325.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Stochastic programming extensions. *Springer Optimization and Its Applications*, 67165–199.

Floater, M.S., Gillette, A. (2017). Nodal bases for the serendipity family of finite elements. *Foundations of Computational Mathematics*, 17(4), 879–893.

Einkemmer, L., Tokman, M., Loffeld, J. (2017). On the performance of exponential integrators for problems in magnetohydrodynamics. *Journal of Computational Physics*, 330550–565.

King, W.E., Anderson, A.T., Ferencz, R.M. and 4 more (...) (2017). Laser powder-bed fusion additive manufacturing of metals; physics, computational, and materials challenges. *Additive Manufacturing Handbook: Product Development for the Defense Industry*, 461–506.

Shantharam, M., Iwabuchi, K., Cicotti, P. and 3 more (...) (2017). Performance evaluation of scale-free graph algorithms in low latency non-volatile memory. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017*, 1021–1028.

Bartlett, R., Demeshko, I., Gamblin, T. and 12 more (...) (2017). xSDK foundations: Toward an extreme-scale scientific software development kit. *Supercomputing Frontiers and Innovations*, 4(1), 69–82.

Widanagamaachchi, W., Livnat, Y., Bremer, P.-T. and 2 more (...) (2017). Interactive visualization and exploration of patient progression in a hospital setting. *AMIA ... Annual Symposium proceedings. AMIA Symposium*, 20171773–1782.

Jacobs, S.A., Pearce, R., Dryden, N. and 1 more (...) (2017). Towards scalable parallel training of deep neural networks. *Proceedings of MLHPC 2017: Machine Learning in HPC Environments - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Chien, A., Balaji, P., Dun, N. and 14 more (...) (2017). Exploring versioned distributed arrays for resilience in scientific applications: global view resilience. *International Journal of High Performance Computing Applications*, 31(6), 564–590.

Nathan, E., Zakrzewska, A., Riedy, J. and 1 more (...) (2017). Local community detection in dynamic graphs using personalized centrality. *Algorithms*, 10(3).

Leisher, P.O., Pope, D., Platz, L. and 9 more (...) (2017). Root cause investigation of back-irradiance-induced failure of high power diode lasers. *Proceedings of the 2017 High Power Diode Lasers and Systems Conference, HPD 2017 - Co-located with Photonex 2017*, 2018-53-54.

Crawford, P., Eidenbenz, S.J., Barnes, P.D. and 1 more (...) (2017). Some properties of communication behaviors in discrete-event simulation models. *Proceedings - Winter Simulation Conference*, 1025–1036.

Peng, I.B., Gioiosa, R., Kestor, G. and 2 more (...) (2017). Preparing HPC applications for the exascale era: A decoupling strategy. *Proceedings of the International Conference on Parallel Processing*, 1–10.

Sun, Y., Tong, C., Harley, S.J. and 1 more (...) (2017). Expeditious modeling of vapor transport and reactions in polymeric materials. *AIChE Journal*, 63(9), 4079–4089.

Georgakoudis, G., Vandierendonck, H., Thoman, P. and 3 more (...) (2017). SCALO: Scalability-aware parallelism orchestration for multi-threaded workloads. *ACM Transactions on Architecture and Code Optimization*, 14(4).

Georgakoudis, G., Gillan, C., Hassan, A. and 17 more (...) (2017). NanoStreams: Codesigned micro-servers for edge analytics in real time. *Proceedings - 2016 16th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, SAMOS 2016*, 180–187.

Lloyd, S., Gokhale, M. (2017). Near memory key/value lookup acceleration. *ACM International Conference Proceeding Series*, 13119726–33.

Engwer, C., Falgout, R.D., Yang, U.M. (2017). Stencil computations for PDE-based applications with examples from DUNE and hypre. *Concurrency Computation*, 29(17).

Petruzza, S., Venkat, A., Gyulassy, A. and 5 more (...) (2017). ISAVS: Interactive scalable analysis and visualization system. *SIGGRAPH Asia 2017 Symposium on Visualization*, SA 2017.

Manea, A.M., Hajibeygi, H., Vassilevski, P. and 1 more (...) (2017). Parallel enriched algebraic multiscale solver. *Society of Petroleum Engineers - SPE Reservoir Simulation Conference 2017*, 1777–1789.

Patwari, A., Schulz, M., Laguna, I. and 1 more (...) (2017). Understanding the spatial characteristics of DRAM errors in HPC clusters. *FTXS 2017 - Proceedings of the 2017 Workshop on Fault-Tolerance for HPC at Extreme Scale, co-located with HPDC 2017*, 17–22.

Christensen, M.L.C., Villa, U., Engsig-Karup, A.P. and 1 more (...) (2017). Numerical multilevel upscaling for incompressible flow in reservoir simulation: An element-based algebraic multigrid (AMGe) approach. *SIAM Journal on Scientific Computing*, 39(1), B102–B137.

Jefferson, D.R., Barnes, P.D. (2017). Virtual time III: Unification of conservative and optimistic synchronization in parallel discrete event simulation. *Proceedings - Winter Simulation Conference*, 786–797.

Gahvari, H., Dobrev, V.A., Falgout, R.D. and 4 more (...) (2017). A performance model for allocating the parallelism in a multigrid-in-time solver. *Proceedings of PMBS 2016: 7th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computing Systems - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 22–31.

Neumüller, M., Vassilevski, P.S., Villa, U.E. (2017). Space-time CFOSLS methods with AMGe upscaling. *Lecture Notes in Computational Science and Engineering*, 116253–260.

Kafle, S., Kailkhura, B., Wimalajeewa, T. and 1 more (...) (2017). Decentralized joint sparsity pattern recovery using 1-bit compressive sensing. *2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings*, 1354–1358.

Sun, Q., Romanus, M., Jin, T. and 5 more (...) (2017). In-staging data placement for asynchronous coupling of task-based scientific workflows. *Proceedings of ESPM2 2016: 2nd International Workshop on Extreme Scale Programming Models and Middleware - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 2–9.

Yee, B.C., Wollaber, A.B., Haut, T.S. and 1 more (...) (2017). A stable 1D multigroup high-order low-order method. *Journal of Computational and Theoretical Transport*, 46(1), 46–76.

Pazner, W., Persson, P.-O. (2017). High-order DNS and LES simulations using an implicit tensor-product discontinuous Galerkin method. *23rd AIAA Computational Fluid Dynamics Conference*.

Barker, A.T., Lee, C.S., Vassilevski, P.S. (2017). Spectral upscaling for graph Laplacian problems with application to reservoir simulation. *SIAM Journal on Scientific Computing*, 39(5), S323–S346.

Ponce, C., Bindel, D.S. (2017). FLiER: practical topology update detection using sparse PMUs. *IEEE Transactions on Power Systems*, 32(6), 4222–4232.

Kamath, C. (2017). Learning to compress unstructured mesh data from simulations. *Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017*, 2018-621-630.

Chakraborty, I., Mehta, S.S., Doucette, E. and 1 more (...) (2017). Control of an input delayed uncertain nonlinear system with adaptive delay estimation. *Proceedings of the American Control Conference*, 1779–1784.

Maiterth, M., Wilde, T., Lowenthal, D. and 4 more (...) (2017). Power aware high performance computing: Challenges and opportunities for application and system developers - Survey & tutorial. *Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017*, 3–10.

Haut, T.S., Ahrens, C., Jonko, A. and 2 more (...) (2017). A new multigroup method for cross-sections that vary rapidly in energy. *Journal of Quantitative Spectroscopy and Radiative Transfer*, 187461–471.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Introduction. *Springer Optimization and Its Applications*, 671–11.

Rivas-Gomez, S., Gioiosa, R., Peng, I.B. and 4 more (...) (2017). MPI windows on storage for HPC applications. *ACM International Conference Proceeding Series*.

Jiang, M., Gallagher, B., Kallman, J. and 1 more (...) (2017). A supervised learning framework for Arbitrary Lagrangian-Eulerian simulations. *Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016*, 977–982.

Boehme, D., Beckingsale, D., Schulz, M. (2017). Flexible data aggregation for performance profiling. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2017-419-428.

Christensen, C., Lee, J.-W., Liu, S. and 3 more (...) (2017). Embedded domain-specific language and runtime system for progressive spatiotemporal data analysis and visualization. *IEEE Symposium on Large Data Analysis and Visualization 2016, LDAV 2016 - Proceedings*, 1–10.

Milewicz, R., Pirkelbauer, P. (2017). Refinement of structural heuristics for model checking of concurrent programs through data mining. *Computer Languages, Systems and Structures*, 47170–188.

Rivas-Gomez, S., Markidis, S., Peng, I.B. and 3 more (...) (2017). Extending message passing interface windows to storage. *Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017*, 727–730.

Marathe, A., Abdulla, G., Rountree, B.L. and 1 more (...) (2017). Towards a unified monitoring framework for power, performance and thermal metrics: A case study on the evaluation of HPC cooling systems.

Medhat, R., Lam, M.O., Rountree, B.L. and 2 more (...) (2017). Managing the performance/error tradeoff of floating-point intensive applications. *ACM Transactions on Embedded Computing Systems*, 16(5s).

Ahmed, H., Skjellum, A., Bangalore, P. and 1 more (...) (2017). Transforming blocking MPI collectives to non-blocking and persistent operations. *ACM International Conference Proceeding Series*.

Singh, R., Wood, P., Gupta, R. and 2 more (...) (2017). Snowpack: Efficient parameter choice for GPU Kernels via static analysis and statistical prediction. *Proceedings of ScalA 2017: 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Brown, K., Xu, T., Iwabuchi, K. and 9 more (...) (2017). Accelerating big data infrastructure and applications (ongoing collaboration). *Proceedings - IEEE 37th International Conference on Distributed Computing Systems Workshops, ICDCSW 2017*, 343–347.

Cheah, Y.-W., Boverhof, J., Elbashandy, A. and 5 more (...) (2017). Data management and simulation support accelerating carbon capture through computing. *Proceedings of the 2016 IEEE 12th International Conference on e-Science, e-Science 2016*, 389–398.

Liu, W., Koniges, A., Gott, K. and 5 more (...) (2017). Surface tension models for a multi-material ALE code with AMR. *Computers and Fluids*, 15191–101.

Anirudh, R., Kailkhura, B., Thiagarajan, J.J. and 1 more (...) (2017). Poisson disk sampling on the Grassmannian: Applications in subspace optimization. *IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops*, 2017-690-698.

Giménez, A., Gamblin, T., Bhatele, A. and 6 more (...) (2017). ScrubJay: Deriving knowledge from the disarray of HPC performance data.

Nguyen, T., Cicotti, P., Bylaska, E. and 2 more (...) (2017). Automatic translation of MPI source into a latency-tolerant, data-driven form. *Journal of Parallel and Distributed Computing*, 1061–13.

Vanderbruggen, T., Cavazos, J. (2017). Large-scale exploration of feature sets and deep learning models to classify malicious applications. *Proceedings - 2017 Resilience Week, RWS 2017*, 37–43.

Ellsworth, D., Patki, T., Schulz, M. and 2 more (...) (2017). Simulating power scheduling at scale. *Proceedings of E2SC 2017: 5th International Workshop on Energy Efficient Supercomputing - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Peng, I.B., Markidis, S., Laure, E. and 2 more (...) (2017). Idle period propagation in message-passing applications. *Proceedings - 18th IEEE International Conference on High Performance Computing and Communications, 14th IEEE International Conference on Smart City and 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016*, 937–944.

Miller, J., Thiagarajan, J.J., Bremer, P.-T. and 3 more (...) (2017). Data-driven metric learning for history matching. *Society of Petroleum Engineers - SPE Reservoir Simulation Conference 2017*, 1571–1584.

Niu, D., Bremer, P.-T., Lindstrom, P. and 3 more (...) (2017). Two-dimensional shape retrieval using the distribution of extrema of Laplacian eigenfunctions. *Visual Computer*, 33(5), 607–624.

Yeom, J.-S., Kostova-Vassilevska, T., Barnes, P.D. and 2 more (...) (2017). Exploratory modeling and simulation of the evolutionary dynamics of single-stranded RNA virus populations. *Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 201*7, 263–272.

Hamilton, S., Burns, R., Meneveau, C. and 4 more (...) (2017). Extreme event analysis in next generation simulation architectures. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10266277–293.

Vogl, C.J., LeVeque, R.J. (2017). A high-resolution finite volume seismic model to generate seafloor deformation for tsunami modeling. *Journal of Scientific Computing*, 73(2–3), 1204–1215.

Guhur, P.-L., Constantinescu, E., Ghosh, D. and 2 more (...) (2017). Detection of silent data corruption in adaptive numerical integration solvers. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2017-592-602.

Zhao, Y., Liao, C., Shen, X. (2017). An infrastructure for HPC knowledge sharing and reuse. *Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP*, 461–462.

Gyulassy, A., Knoll, A., Lau, K.C. and 5 more (...) (2017). Morse-Smale analysis of ion diffusion in ab initio battery materials simulations. *Mathematics and Visualization*, 0(9783319446820), 135–149.

Kailkhura, B., Theagarajan, L.N., Varshney, P.K. (2017). Subspace-aware index codes. *IEEE Wireless Communications Letters*, 6(3), 366–369.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Bilevel programming. *Springer Optimization and Its Applications*, 67223–233.

Cingolani, D., Pellegrini, A., Schordan, M. and 2 more (...) (2017). Dealing with reversibility of shared libraries in PDES. *SIGSIM-PADS 2017 - Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation*, 41–52.

Vogl, C.J. (2017). The curvature-augmented closest point method with vesicle inextensibility application. *Journal of Computational Physics*, 345818–833.

Chakraborty, I., Mehta, S.S., Doucette, E. and 1 more (...) (2017). 2.5D visual servo control in the presence of time-varying state and input delays. *Proceedings of the American Control Conference*, 3741–3746.

Alom, M.Z., Van Essen, B., Moody, A.T. and 2 more (...) (2017). Convolutional sparse coding on neurosynaptic cognitive system. *Proceedings of the International Joint Conference on Neural Networks*, 2017-3609-3616.

Diniz, P.C., Liao, C., Quinlan, D.J. and 1 more (...) (2017). Pragma-controlled source-to-source code transformations for robust application execution. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10104660–670.

Lee, C.S., Sheen, D. (2017). Nonconforming generalized multiscale finite element methods. *Journal of Computational and Applied Mathematics*, 311215–229.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Pyomo models and components: An introduction. *Springer Optimization and Its Applications*, 6747–77.

Shudler, S., Calotoiu, A., Hoefler, T. and 1 more (...) (2017). Isoefficiency in practice: Configuring and understanding the performance of task-based applications. *ACM SIGPLAN Notices*, 52(8), 131–143.

Zhao, Y., Li, J., Liao, C. and 1 more (...) (2017). POSTER: Bridging the gap between deep learning and sparse matrix format selection. *Parallel Architectures and Compilation Techniques - Conference Proceedings*, PACT, 2017-152-153.

Scogland, T., Earl, C., de Supinski, B. (2017). Custom data mapping for composable data management. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10468338–347.

Priest, B.W., Cybenko, G. (2017). Approximating centrality in evolving graphs: Toward sublinearity. *Proceedings of SPIE - The International Society for Optical Engineering*, 10184.

Sjögreen, B., Yee, H.C. (2017). On high order entropy conservative numerical flux for multiscale gas dynamics and MHD simulations. *Lecture Notes in Computational Science and Engineering*, 119407–421.

Pearce, O., Ahmed, H., Larsen, R.W. and 1 more (...) (2017). Enabling work migration in comd to study dynamic load imbalance solutions. *Proceedings of PMBS 2016: 7th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computing Systems - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 98–107.

Joseph, I., Rensink, M.E., Stotler, D.P. and 6 more (...) (2017). On coupling fluid plasma and kinetic neutral physics models. *Nuclear Materials and Energy*, 12813–818.

Ponce, C., Vassilevski, P.S. (2017). Solving graph Laplacian systems through recursive partitioning and two-grid preconditioning. *SIAM Journal on Matrix Analysis and Applications*, 38(2), 621–648.

Zheng, P., Aravkin, A.Y., Thiagarajan, J.J. and 1 more (...) (2017). Learning robust representations for computer vision. *Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017*, 2018-1784-1791.

Ghosh, D., Dorf, M.A., Hittinger, J.A.F. and 1 more (...) (2017). Implicit–explicit time integration for the Vlasov–Fokker–Planck equations. *48th AIAA Plasma Dynamics and Lasers Conference*.

Tong, C. (2017). Problem solving environment for uncertainty analysis and design exploration. *Handbook of Uncertainty Quantification*, 1695–1731.

Lin, P.-H., Yi, Q., Quinlan, D. and 2 more (...) (2017). Automatically optimizing stencil computations on many-core NUMA architectures. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 10136137–152.

Schordan, M., Hückelheim, J., Lin, P.-H. and 1 more (...) (2017). Verifying the floating-point computation equivalence of manually and automatically differentiated code. *Proceedings of Correctness 2017: 1st International Workshop on Software Correctness for HPC Applications - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*, 34–41.

Soper, B., Musacchio, J. (2017). A heterogeneous botnet detection game. *2014 7th International Conference on Network Games, Control and Optimization, NetGCoop 2014*, 224–231.

Beckingsale, D., Scogland, T. (2017). WRAp 2017 Workshop Welcome Message. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*.

Anirudh, R., Turaga, P., Srivastava, A. (2017). Optimization problems associated with manifold-valued curves with applications in computer vision. *Handbook of Convex Optimization Methods in Imaging Science*, 207–228.

Laguna, I., Rubio-González, C. (2017). Workshop overview. *Proceedings of Correctness 2017: 1st International Workshop on Software Correctness for HPC Applications - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*, iv–v.

Aspiras, T.H., Asari, V.K., Sakla, W. (2017). Weighted nonlinear line attractor for complex manifold learning. *Studies in Computational Intelligence*, 669371–385.

Zhao, Y., Liao, C., Shen, X. (2017). An infrastructure for HPC knowledge sharing and reuse. *ACM SIGPLAN Notices*, 52(8), 461–462.

Jimenez, I., Hamedian, S., Lofstead, J. and 5 more (...) (2017). Demo abstract: PopperCI: Automated reproducibility validation. *2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017*, 952–953.

Fairbanks, J.P., Bader, D.A., Sanders, G.D. (2017). Spectral partitioning with blends of eigenvectors. *Journal of Complex Networks*, 5(4), 551–580.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Structured modeling with blocks. *Springer Optimization and Its Applications*, 67145–155.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Data command files. *Springer Optimization and Its Applications*, 6797–118.

Bartolini, A., Cardoso, J.M.P., Silvano, C. and 21 more (...) (2017). Message from ANDARE ‘17 general and program chairs. *ACM International Conference Proceeding Series*, 132205.

Gillette, A., Rand, A. (2017). Shape quality for generalized barycentric interpolation. *Generalized Barycentric Coordinates in Computer Graphics and Computational Mechanics*, 23–42.

Li, X., Diffenderfer, J., Zhu, J. (2017). Construction of a full row-rank matrix system for multiple scanning directions in discrete tomography. *Journal of Computational and Applied Mathematics*, 311529–538.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Pyomo overview. *Springer Optimization and Its Applications*, 6729–45.

Bremer, P.-T. (2017). ADAPT: Adaptive thresholds for feature extraction. *Mathematics and Visualization*, 0(9783319446820), 301–315.

Landge, A.G., Bremer, P.-T., Gyulassy, A. and 1 more (...) (2017). Notes on the distributed computation of merge trees on CW-complexes. *Mathematics and Visualization*, 0(9783319446820), 333–348.

Laurence, T.A., Ly, S., Fong, E. and 4 more (...) (2017). Using stroboscopic flow imaging to validate large-scale computational fluid dynamics simulations. *Progress in Biomedical Optics and Imaging - Proceedings of SPIE*, 10076.

Lengauer, C., Bolten, M., Falgout, R. and 1 more (...) (2017). Special issue: Advanced stencil-code engineering. *Concurrency Computation*, 29(17).

Nathan, E., Riedy, E.J., Zakrzewska, A. and 1 more (...) (2017). A new direction for streaming graph analysis. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 2017-645–646.

Vanderbruggen, T., Cavazos, J., Liao, C. and 1 more (...) (2017). Directive-based tile abstraction to distribute loops on accelerators. *Proceedings of the General Purpose GPUs, GPGPU-10 2017*, 53–62.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Nonlinear programming with Pyomo. *Springer Optimization and Its Applications*, 67121–143.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). The Pyomo command. *Springer Optimization and Its Applications*, 6779–96.

Bremer, P.-T., Gimenez, J., Levine, J.A. and 1 more (...) (2017). Foreword. *Proceedings of VPA 2016: 3rd Workshop on Visual Performance Analysis - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Mathematical programs with equilibrium constraints. *Springer Optimization and Its Applications*, 67211–222.

Medhat, R., Funk, S., Rountree, B. (2017). Scalable performance bounding under multiple constrained renewable resources. *Proceedings of E2SC 2017: 5th International Workshop on Energy Efficient Supercomputing - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis*.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Generalized disjunctive programming. *Springer Optimization and Its Applications*, 67157–164.

Whiteside, W., Funk, S., Marathe, A. and 1 more (...) (2017). PANN: Power allocation via neural networks.

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Differential algebraic equations. *Springer Optimization and Its Applications*, 67201–209.

Milewicz, R., Pirkelbauer, P. (2017). Ariadne: Hybridizing directed model checking and static analysis. *Proceedings - 10th IEEE International Conference on Software Testing, Verification and Validation, ICST 2017*, 442–447.

MacPhee, A.G., Casey, D.T., Clark, D.S. and 16 more (...) (2017). Erratum: Publisher's note: X-ray shadow imprint of hydrodynamic instabilities on the surface of inertial confinement fusion capsules by the fuel fill tube. *Physical Review E*, 95(6–2).

Hart, W.E., Laird, C.D., Watson, J.-P. and 4 more (...) (2017). Scripting. *Springer Optimization and Its Applications*, 67235–253.

Sjögreen, B., Yee, H.C., Vinokur, M. (2017). Corrigendum to “On High Order Finite-Difference Metric Discretizations Satisfying GCL on Moving and Deforming Grids.” *Journal of Computational Physics*, 338.

Sato, K., Ahn, D.H., Laguna, I. and 3 more (...) (2017). Noise injection techniques to expose subtle and unintended message races. *ACM SIGPLAN Notices*, 52(8), 89–101.

Clark, D.S., Weber, C.R., Milovich, J.L. and 12 more (...) (2016). Three-dimensional simulations of low foot and high foot implosion experiments on the National Ignition Facility. *Physics of Plasmas*, 23(5).

Hurricane, O.A., Callahan, D.A., Casey, D.T. and 72 more (...) (2016). Inertially confined fusion plasmas dominated by alpha-particle self-heating. *Nature Physics*, 12(8), 800–806.

Mundhenk, T.N., Konjevod, G., Sakla, W.A. and 1 more (...) (2016). A large contextual dataset for classification, detection and counting of cars with deep learning. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9907785–800.

Gade, D., Hackebeil, G., Ryan, S.M. and 3 more (...) (2016). Obtaining lower bounds from the progressive hedging algorithm for stochastic mixed-integer programs. *Mathematical Programming*, 157(1), 47–67.

Nigam, S., Shimono, M., Ito, S. and 11 more (...) (2016). Rich-club organization in effective connectivity among cortical neurons. *Journal of Neuroscience*, 36(3), 655–669.

Kamath, C. (2016). Data mining and statistical inference in selective laser melting. *International Journal of Advanced Manufacturing Technology*, 86(5–8), 1659–1677.

Anirudh, R., Thiagarajan, J.J., Bremer, T. and 1 more (...) (2016). Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data. *Progress in Biomedical Optics and Imaging - Proceedings of SPIE*, 9785.

Xu, B., Dvorkin, Y., Kirschen, D.S. and 2 more (...) (2016). A comparison of policies on the participation of storage in U.S. frequency regulation markets. *IEEE Power and Energy Society General Meeting*, 2016–.

Castillo, A., Lipka, P., Watson, J.-P. and 2 more (...) (2016). A Successive Linear Programming Approach to Solving the IV-ACOPF. *IEEE Transactions on Power Systems*, 31(4), 2752–2763.

Koutra, D., Shah, N., Vogelstein, J.T. and 2 more (...) (2016). DELTACON: Principled massive-graph similarity function with attribution. *ACM Transactions on Knowledge Discovery from Data*, 10(3).

Wang, T., Mohror, K., Moody, A. and 2 more (...) (2016). An Ephemeral Burst-Buffer File System for Scientific Applications. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 0807–818.

Go, R.S., Munoz, F.D., Watson, J.-P. (2016). Assessing the economic value of co-optimized grid-scale energy storage investments in supporting high renewable portfolio standards. *Applied Energy*, 183902–913.

Kritcher, A.L., Hinkel, D.E., Callahan, D.A. and 27 more (...) (2016). Integrated modeling of cryogenic layered highfoot experiments at the NIF. *Physics of Plasmas*, 23(5).

Tóth, G., Jia, X., Markidis, S. and 9 more (...) (2016). Extended magnetohydrodynamics with embedded particle-in-cell simulation of Ganymede's magnetosphere. *Journal of Geophysical Research A: Space Physics*, 121(2), 1273–1293.

Gholkar, N., Mueller, F., Rountree, B. (2016). Power tuning HPC jobs on power-constrained systems. *Parallel Architectures and Compilation Techniques - Conference Proceedings*, PACT, 179–190.

Munoz, F.D., Hobbs, B.F., Watson, J.-P. (2016). New bounding and decomposition approaches for MILP investment problems: Multi-area transmission and generation planning under policy constraints. *European Journal of Operational Research*, 248(3), 888–898.

Sawada, J., Akopyan, F., Cassidy, A.S. and 43 more (...) (2016). TrueNorth ecosystem for brain-inspired computing: scalable systems, software, and applications. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 0130–141.

Castillo, A., Laird, C., Silva-Monroy, C.A. and 2 more (...) (2016). The unit commitment problem with AC optimal power flow constraints. *IEEE Transactions on Power Systems*, 31(6), 4853–4866.

Atzeni, S., Gopalakrishnan, G., Rakamaric, Z. and 6 more (...) (2016). ARCHER: Effectively spotting data races in large OpenMP applications. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 53–62.

Johlander, A., Schwartz, S.J., Vaivads, A. and 22 more (...) (2016). Rippled quasiperpendicular shock observed by the magnetospheric multiscale spacecraft. *Physical Review Letters*, 117(16). Herbein, S., Ahn, D.H., Lipari, D. and 6 more (...) (2016). Scalable I/O-aware job scheduling for burst buffer enabled HPC clusters. *HPDC 2016 - Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing*, 69–80.

Dewald, E.L., Hartemann, F., Michel, P. and 14 more (...) (2016). Generation and beaming of early hot electrons onto the capsule in laser-driven ignition hohlraums. *Physical Review Letters*, 116(7).

Lim, A., Foulkes, W.M.C., Horsfield, A.P. and 4 more (...) (2016). Electron elevator: Excitations across the band gap via a dynamical gap state. *Physical Review Letters*, 116(4).

Baker, A.H., Hammerling, D.M., Mickelson, S.A. and 12 more (...) (2016). Evaluating lossy data compression on climate simulation data within a large ensemble. *Geoscientific Model Development*, 9(12), 4381–4403.

Bhatele, A., Jain, N., Livnat, Y. and 2 more (...) (2016). Analyzing network health and congestion in dragonfly-based supercomputers. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 93–102.

Robey, H.F., Smalyuk, V.A., Milovich, J.L. and 46 more (...) (2016). Performance of indirectly driven capsule implosions on the National Ignition Facility using adiabat-shaping. *Physics of Plasmas*, 23(5).

Kline, J.L., Yi, S.A., Simakov, A.N. and 41 more (...) (2016). First beryllium capsule implosions on the National Ignition Facility. *Physics of Plasmas*, 23(5).

Li, R., Xi, Y., Vecharynski, E. and 2 more (...) (2016). A thick-restart Lanczos algorithm with polynomial filtering for Hermitian eigenvalue problems. *SIAM Journal on Scientific Computing*, 38(4), A2512–A2534.

Wang, C., Duan, Q., Tong, C.H. and 2 more (...) (2016). A GUI platform for uncertainty quantification of complex dynamical models. *Environmental Modelling and Software*, 761–12.

Bhardwaj, K., Verma, N., Trivedi, R.K. and 2 more (...) (2016). Significance of ratio of Omega-3 and Omega-6 in human health with special reference to flaxseed oil. *International Journal of Biological Chemistry*, 10(1–4), 1–6.

Laguna, I., Schulz, M., Richards, D.F. and 2 more (...) (2016). IPAS: Intelligent protection against silent output corruption in scientific applications. *Proceedings of the 14th International Symposium on Code Generation and Optimization, CGO 2016*, 227–238.

Kotov, D.V., Yee, H.C., Wray, A.A. and 2 more (...) (2016). Numerical dissipation control in high order shock-capturing schemes for LES of low speed flows. *Journal of Computational Physics*, 307189–202.

Bialy, B.J., Chakraborty, I., Cekic, S.C. and 1 more (...) (2016). Adaptive boundary control of store induced oscillations in a flexible aircraft wing. *Automatica*, 70230–238.

Calotoiu, A., Beckingsale, D., Earl, C.W. and 4 more (...) (2016). Fast multi-parameter performance modeling. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 172–181.

Gillette, A., Rand, A., Bajaj, C. (2016). Construction of scalar and vector finite element families on polygonal and polyhedral meshes. *Computational Methods in Applied Mathematics*, 16(4), 667–683.

Smalyuk, V.A., Robey, H.F., Döppner, T. and 63 more (...) (2016). Experimental results of radiation-driven, layered deuterium-tritium implosions with adiabat-shaped drives at the National Ignition Facility. *Physics of Plasmas*, 23(10).

Xi, Y., Li, R., Saad, Y. (2016). An algebraic multilevel preconditioner with low-rank corrections for sparse symmetric matrices. *SIAM Journal on Matrix Analysis and Applications*, 37(1), 235–259.

Lindstrom, P., Chen, P., Lee, E.-J. (2016). Reducing disk storage of full-3D seismic waveform tomography (F3DT) through lossy online compression. *Computers and Geosciences*, 9345–54.

Bachmann, B., Hilsabeck, T., Field, J. and 16 more (...) (2016). Resolving hot spot microstructure using x-ray penumbral imaging (invited). *Review of Scientific Instruments*, 87(11).

Clark, D.S., Weber, C.R., Smalyuk, V.A. and 4 more (...) (2016). Mitigating the impact of hohlraum asymmetries in National Ignition Facility implosions using capsule shims. *Physics of Plasmas*, 23(7).

Boehme, D., Gamblin, T., Beckingsale, D. and 5 more (...) (2016). Caliper: Performance introspection for HPC software stacks. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 0550–560.

Olshevsky, V., Deca, J., Divin, A. and 5 more (...) (2016). Magnetic null points in kinetic simulations of space plasmas. *Astrophysical Journal*, 819(1).

Ho, D.D.-M., Haan, S.W., Salmonson, J.D. and 6 more (...) (2016). Implosion configurations for robust ignition using high-density carbon (diamond) ablator for indirect-drive ICF at the National Ignition Facility. *Journal of Physics: Conference Series*, 717(1).

Thapaliya, S., Bangalore, P., Lofstead, J. and 2 more (...) (2016). Managing I/O interference in a shared burst buffer system. *Proceedings of the International Conference on Parallel Processing*, 416–425.

Sallinen, S., Iwabuchi, K., Poudel, S. and 3 more (...) (2016). Graph colouring as a challenge problem for dynamic graph processing on distributed systems. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 0347–358.

Abdelfattah, A., Baboulin, M., Dobrev, V. and 8 more (...) (2016). High-performance tensor contractions for GPUs. *Procedia Computer Science*, 80108–118.

Jones, O.S., Thomas, C.A., Amendt, P.A. and 21 more (...) (2016). Towards a more universal understanding of radiation drive in gas-filled hohlraums. *Journal of Physics: Conference Series*, 717(1).

Petersson, N.A., O'Reilly, O., Sjögreen, B. and 1 more (...) (2016). Discretizing singular point sources in hyperbolic wave propagation problems. *Journal of Computational Physics*, 321532–555.

Bienz, A., Falgout, R.D., Gropp, W. and 2 more (...) (2016). Reducing parallel communication in algebraic multigrid through sparsification. *SIAM Journal on Scientific Computing*, 38(5), S332–S357.

Vencels, J., Delzanno, G.L., Manzini, G. and 3 more (...) (2016). SpectralPlasmaSolver: A spectral code for multiscale simulations of collision-less, magnetized plasmas. *Journal of Physics: Conference Series*, 719(1).

Jiang, R., Guan, Y., Watson, J.-P. (2016). Cutting planes for the multistage stochastic unit commitment problem. *Mathematical Programming*, 157(1), 121–151.

Gunney, B.T.N., Anderson, R.W. (2016). Advances in patch-based adaptive mesh refinement scalability. *Journal of Parallel and Distributed Computing*, 8965–84.

Maljovec, D., Liu, S., Wang, B. and 4 more (...) (2016). Analyzing simulation-based PRA data through traditional and topological clustering: A BWR station blackout case study. *Reliability Engineering and System Safety*, 145262–276.

Laguna, I., Richards, D.F., Gamblin, T. and 4 more (...) (2016). Evaluating and extending user-level fault tolerance in MPI applications. *International Journal of High Performance Computing Applications*, 30(3), 305–319.

Guermond, J.-L., Popov, B., Tomov, V. (2016). Entropy-viscosity method for the single material Euler equations in Lagrangian frame. *Computer Methods in Applied Mechanics and Engineering*, 300402–426.

Baker, A.H., Klawonn, A., Kolev, T. and 3 more (...) (2016). Scalability of classical algebraic multigrid for elasticity to half a million parallel tasks. *Lecture Notes in Computational Science and Engineering*, 113113–140.

Dorf, M.A., Dorr, M.R., Hittinger, J.A. and 2 more (...) (2016). Continuum kinetic modeling of the tokamak plasma edge. *Physics of Plasmas*, 23(5).

Camier, J.-S., Hermeline, F. (2016). A monotone nonlinear finite volume method for approximating diffusion operators on general meshes. *International Journal for Numerical Methods in Engineering*, 107(6), 496–519.

Haan, S.W., Clark, D.S., Baxamusa, S.H. and 37 more (...) (2016). Update 2015 on target fabrication requirements for NIF layered implosions, with emphasis on capsule support and oxygen modulations in GDP. *Fusion Science and Technology*, 70(2), 121–126.

Pan, K., Guan, Y., Watson, J.-P. and 1 more (...) (2016). Strengthened MILP formulation for certain gas turbine unit commitment problems. *IEEE Transactions on Power Systems*, 31(2), 1440–1448.

Guo, C.X., Sartipi, K., Dutoit, R.C. and 6 more (...) (2016). Large-scale cooperative 3D visual-inertial mapping in a Manhattan world. *Proceedings - IEEE International Conference on Robotics and Automation*, 1071–1078.

Li, R., Xi, Y., Saad, Y. (2016). Schur complement-based domain decomposition preconditioners with low-rank corrections. *Numerical Linear Algebra with Applications*, 23(4), 706–729.

Ghosh, D., Constantinescu, E.M. (2016). Well-balanced, conservative finite difference algorithm for atmospheric flows. *AIAA Journal*, 54(4), 1370–1385.

Pazner, W.E., Nonaka, A., Bell, J.B. and 2 more (...) (2016). A high-order spectral deferred correction strategy for low Mach number flow with complex chemistry. *Combustion Theory and Modelling*, 20(3), 521–547.

Kotov, D.V., Yee, H.C., Wray, A.A. and 2 more (...) (2016). High order numerical methods for the dynamic SGS model of turbulent flows with shocks. *Communications in Computational Physics*, 19(2), 273–300.

Haut, T.S., Babb, T., Martinsson, P.G. and 1 more (...) (2016). A high-order time-parallel scheme for solving wave propagation problems via the direct construction of an approximate time-evolution operator. *IMA Journal of Numerical Analysis*, 36(2), 688–716.

Zheng, L., Shin, S., Lloyd, S. and 3 more (...) (2016). RRAM-based TCAMs for pattern search. *Proceedings - IEEE International Symposium on Circuits and Systems*, 1382–1385.

Kraus, D., Döppner, T., Kritcher, A.L. and 12 more (...) (2016). Platform for spectrally resolved x-ray scattering from imploding capsules at the National Ignition Facility. *Journal of Physics: Conference Series*, 717(1).

Sterne, P.A., Benedict, L.X., Hamel, S. and 5 more (...) (2016). Equations of state for ablator materials in inertial confinement fusion simulations. *Journal of Physics: Conference Series*, 717(1).

Dobrev, V.A., Kolev, T.V., Rieben, R.N. and 1 more (...) (2016). Multi-material closure model for high-order finite element Lagrangian hydrodynamics. *International Journal for Numerical Methods in Fluids*, 82(10), 689–706.

Landen, O.L., Baker, K.L., Clark, D.S. and 14 more (...) (2016). Indirect-drive ablative Richtmyer Meshkov node scaling. *Journal of Physics: Conference Series*, 717(1).

Karlin, I., Scogland, T., Jacob, A.C. and 11 more (...) (2016). Early experiences porting three applications to OpenMP 4.5. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9903281–292.

Geske, M., Jasper, M., Steffen, B. and 3 more (...) (2016). RERS 2016: Parallel and sequential benchmarks with focus on LTL verification. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9953787–803.

Schordan, M., Oppelstrup, T., Jefferson, D. and 2 more (...) (2016). Automatic generation of reversible C++ code and its performance in a scalable kinetic Monte-Carlo application. *SIGSIM-PADS 2016 - Proceedings of the 2016 Annual ACM Conference on Principles of Advanced Discrete Simulation*, 111–122.

Anirudh, R., Venkataraman, V., Ramamurthy, K.N. and 1 more (...) (2016). A Riemannian framework for statistical analysis of topological persistence diagrams. *IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops*, 1023–1031.

Patki, T., Bates, N., Ghatikar, G. and 4 more (...) (2016). Supercomputing centers and electricity service providers: A geographically distributed perspective on demand management in Europe and the United States. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9697243–260.

Lecouvez, M., Falgout, R.D., Woodward, C.S. and 1 more (...) (2016). A parallel multigrid reduction in time method for power systems. *IEEE Power and Energy Society General Meeting*, 2016–.

Kalchev, D.Z., Lee, C.S., Villa, U. and 2 more (...) (2016). Upscaling of mixed finite element discretization problems by the spectral AMGe method. *SIAM Journal on Scientific Computing*, 38(5), A2912–A2933.

Iwabuchi, K., Sallinen, S., Pearce, R. and 3 more (...) (2016). Towards a distributed large-scale dynamic graph data store. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 892–901.

Islam, T.Z., Thiagarajan, J.J., Bhatele, A. and 2 more (...) (2016). A machine learning framework for performance coverage analysis of proxy applications. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 0538–549.

Mikida, E., Jain, N., Kale, L. and 4 more (...) (2016). Towards PDES in a message-driven paradigm: A preliminary case study using Charm++. *SIGSIM-PADS 2016 - Proceedings of the 2016 Annual ACM Conference on Principles of Advanced Discrete Simulation*, 99–110.

Savoie, L., Lowenthal, D.K., de Supinski, B.R. and 4 more (...) (2016). I/O aware power shifting. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 740–749.

Bremer, P.-T., Gruber, A., Bennett, J.C. and 4 more (...) (2016). Identifying turbulent structures through topological segmentation. *Communications in Applied Mathematics and Computational Science*, 11(1), 37–53.

Kailkhura, B., Liu, S., Wimalajeewa, T. and 1 more (...) (2016). Measurement matrix design for compressed detection with secrecy guarantees. *IEEE Wireless Communications Letters*, 5(4), 420–423.

Soundarajan, S., Eliassi-Rad, T., Gallagher, B. and 1 more (...) (2016). MaxReach: Reducing network incompleteness through node probes. *Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016*, 152–157.

Tosi, Z., Yoshimi, J. (2016). Simbrain 3.0: A flexible, visually-oriented neural network simulator. *Neural Networks*, 831–10.

Kailkhura, B., Thiagarajan, J.J., Bremer, P.-T. and 1 more (...) (2016). Stair blue noise sampling. *ACM Transactions on Graphics*, 35(6).

Fattebert, J.-L., Osei-Kuffuor, D., Draeger, E.W. and 2 more (...) (2016). Modeling dilute solutions using first-principles molecular dynamics: Computing more than a million atoms with over a million cores. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 012–22.

Markidis, S., Peng, I.B., Träff, J.L. and 8 more (...) (2016). The EPiGRAM project: Preparing parallel programming models for exascale. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 994556–68.

Jiang, R., Guan, Y., Watson, J.-P. (2016). Risk-averse stochastic unit commitment with incomplete information. *IIE Transactions* (Institute of Industrial Engineers), 48(9), 838–854.

Liu, S., Bremer, P.-T., Jayaraman, J.J. and 3 more (...) (2016). The Grassmannian atlas: A general framework for exploring linear projections of high-dimensional data. *Computer Graphics Forum*, 35(3), 1–10.

Rodero, I., Parashar, M., Landge, A.G. and 3 more (...) (2016). Evaluation of in-situ analysis strategies at scale for power efficiency and scalability. *Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016*, 156–164.

Ellsworth, D., Patki, T., Perarnau, S. and 9 more (...) (2016). Systemwide power management with Argo. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 1118–1121.

Anirudh, R., Masroor, A., Turaga, P. (2016). Diversity promoting online sampling for streaming video summarization. *Proceedings - International Conference on Image Processing, ICIP*, 3329–3333.

Purvis, M.A., Schafgans, A., Brown, D.J.W. and 18 more (...) (2016). Advancements in predictive plasma formation modeling. *Proceedings of SPIE - The International Society for Optical Engineering*, 9776.

Chakraborty, I., Obuz, S., Dixon, W.E. (2016). Control of an uncertain nonlinear system with known time-varying input delays with arbitrary delay rates. *IFAC-PapersOnLine*, 49(18), 522–527.

Holmes, D., Mohror, K., Grant, R.E. and 4 more (...) (2016). MPI Sessions: Leveraging runtime infrastructure to increase scalability of applications at exascale. *ACM International Conference Proceeding Series*, 25–28, 121–129.

Christiansen, S.H., Gillette, A. (2016). Constructions of some minimal finite element systems. *ESAIM: Mathematical Modelling and Numerical Analysis*, 50(3), 833–850.

Gyulassy, A., Knoll, A., Lau, K.C. and 5 more (...) (2016). Interstitial and interlayer ion diffusion geometry extraction in graphitic nanosphere battery materials. *IEEE Transactions on Visualization and Computer Graphics*, 22(1), 916–925.

Skraba, P., Rosen, P., Wang, B. and 3 more (...) (2016). Critical point cancellation in 3D vector fields: robustness and discussion. *IEEE Transactions on Visualization and Computer Graphics*, 22(6), 1683–1693.

Isaacs, K.E., Gamblin, T., Bhatele, A. and 3 more (...) (2016). Ordering traces logically to identify lateness in message passing programs. *IEEE Transactions on Parallel and Distributed Systems*, 27(3), 829–840.

Marathe, A., Gahvari, H., Yeom, J.-S. and 1 more (...) (2016). LibPowerMon: A lightweight profiling framework to profile program context and system-level metrics. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 1132–1141.

Ghosh, D., Constantinescu, E.M. (2016). Semi-implicit time integration of atmospheric flows with characteristic-based flux partitioning. *SIAM Journal on Scientific Computing*, 38(3), A1848–A1875.

Marathe, A., Harris, R., Lowenthal, D.K. and 3 more (...) (2016). Exploiting redundancy and application scalability for cost-effective, time-constrained execution of HPC applications on Amazon EC2. *IEEE Transactions on Parallel and Distributed Systems*, 27(9), 2574–2588.

Miller, D.C., Agarwal, D., Bhattacharyya, D. and 11 more (...) (2016). Innovative computational tools and models for the design, optimization and control of carbon capture processes. *Computer Aided Chemical Engineering*, 382391–2396.

Georgakoudis, G., Gillan, C.J., Sayed, A. and 3 more (...) (2016). Methods and metrics for fair server assessment under real-time financial workloads. *Concurrency Computation*, 28(3), 916–928.

Jimenez, I., Maltzahn, C., Lofstead, J. and 4 more (...) (2016). Characterizing and reducing cross-platform performance variability using OS-level virtualization. *Proceedings -2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 1077–1080.

Anirudh, R., Turaga, P. (2016). Geometry-based symbolic approximation for fast sequence matching on manifolds. *International Journal of Computer Vision*, 116(2), 161–173.

Kwon, Y.P., Kim, H., Konjevod, G. and 1 more (...) (2016). Dude (Duality descriptor): A robust descriptor for disparate images using line segment duality. *Proceedings –International Conference on Image Processing, ICIP*, 310–314.

Wei, Y., Singh, L., Gallagher, B. and 1 more (...) (2016). Overlapping target event and story line detection of online newspaper articles. *Proceedings - 3rd IEEE International Conference on Data Science and Advanced Analytics, DSAA 2016*, 222–232.

Hu, X., Vassilevski, P.S., Xu, J. (2016). A two-grid SA-AMG convergence bound that improves when increasing the polynomial degree. *Numerical Linear Algebra with Applications*, 23(4), 746–771.

Islam, T., Mohror, K., Schulz, M. (2016). Exploring the MPI tool information interface: Features and capabilities. *International Journal of High Performance Computing Applications*, 30(2), 212–222.

Jasper, M., Schordan, M. (2016). Multi-core model checking of large-scale reactive systems using different state representations. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9952212–226.

Kailkhura, B., Thiagarajan, J.J., Bremer, P.-T. and 1 more (...) (2016). Theoretical guarantees for Poisson disk sampling using pair correlation function. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2589–2593.

Chakraborty, I., Mehta, S.S., Curtis, J.W. and 1 more (...) (2016). Compensating for time-varying input and state delays inherent to image-based control systems. *Proceedings of the American Control Conference*, 78–83.

Masters, N.D., Fisher, A., Kalantar, D. and 7 more (...) (2016). Debris and shrapnel assessments for National Ignition Facility targets and diagnostics. *Journal of Physics: Conference Series*, 717(1).

Markidis, S., Peng, I.B., Iakymchuk, R. and 3 more (...) (2016). A performance characterization of streaming computing on supercomputers. *Procedia Computer Science*, 8098–107.

Draeger, E.W., Andrade, X., Gunnels, J.A. and 3 more (...) (2016). Massively parallel first-principles simulation of electron dynamics in materials. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 832–841.

Gupta, V., Kailkhura, B., Wimalajeewa, T. and 2 more (...) (2016). Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks. *Conference Record - Asilomar Conference on Signals, Systems and Computers*, 1472–1476.

Zhao, Y., Chen, G., Liao, C. and 1 more (...) (2016). Towards ontology-based program analysis. *Leibniz International Proceedings in Informatics, LIPIcs*, 56261–2625.

Soper, B., Musacchio, J. (2016). A non-zero-sum, sequential detection game. *2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015*, 361–371.

Cui, X., Scogland, T.R.W., de Supinski, B.R. and 1 more (...) (2016). Directive-based pipelining extension for OpenMP. *Proceedings - IEEE International Conference on Cluster Computing, ICCC*, 481–484.

Pearce, O., Gamblin, T., de Supinski, B.R. and 2 more (...) (2016). MPMD Framework for Offloading Load Balance Computation. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 943–952.

Songg, H., Thiagarajan, J.J., Ramamurthy, K.N. and 2 more (...) (2016). Consensus inference on mobile phone sensors for activity recognition. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 2294–2298.

Kolev, T.V., Xu, J., Zhu, Y. (2016). Multilevel preconditioners for reaction-diffusion problems with discontinuous coefficients. *Journal of Scientific Computing*, 67(1), 324–350.

Weber, M., Brendel, R., Hilbrich, T. and 3 more (...) (2016). Structural clustering: A new approach to support performance analysis at scale. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 484–493.

Petra, C.G., Zavala, V.M., Nino-Ruiz, E.D. and 1 more (...) (2016). A high-performance computing framework for analyzing the economic impacts of wind correlation. *Electric Power Systems Research*, 141372–380.

Rasmussen, C., Sottile, M., Rasmussen, S. and 2 more (...) (2016). CAFe: Coarray Fortran extensions for heterogeneous computing. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 357–365.

Eder, D., Spears, B., Casey, D. and 26 more (...) (2016). Simulations of symcap and layered NIF experiments with top/bottom laser asymmetry to impose P1 drive on capsules. *Journal of Physics: Conference Series*, 717(1).

Fan, Y.J., Kamath, C. (2016). A comparison of compressed sensing and sparse recovery algorithms applied to simulation data. *Statistics, Optimization and Information Computing*, 4(3), 194–213.

Gillette, A., Rand, A. (2016). Interpolation error estimates for harmonic coordinates on polytopes. *ESAIM: Mathematical Modelling and Numerical Analysis*, 50(3), 651–676.

Som, A., Anirudh, R., Wang, Q. and 1 more (...) (2016). Riemannian geometric approaches for measuring movement quality. *IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops*.

Maiterth, M., Schulz, M., Kranzlmüller, D. and 1 more (...) (2016). Power balancing in an emulated exascale environment. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 1142–1149.

Jones, O., Rygg, R., Tomasini, R. and 16 more (...) (2016). A new symmetry model for hohlraum-driven capsule implosion experiments on the NIF. *Journal of Physics: Conference Series*, 688(1).

Song, H., Thiagarajan, J.J., Ramamurthy, K.N. and 1 more (...) (2016). Auto-context modeling using multiple Kernel learning. *Proceedings - International Conference on Image Processing, ICIP*, 1868–1872.

Vogl, C.J. (2016). A curvature-augmented, rea approach to the level set method. *SIAM Journal on Scientific Computing*, 38(2), A833–A855.

Gholkar, N., Mueller, F., Rountree, B. (2016). A power-aware cost model for HPC procurement. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 1110–1113.

Mittal, A., Chen, X., Tong, A.H. and 1 more (...) (2016). A flexible uncertainty propagation framework for general multiphysics systems. *SIAM-ASA Journal on Uncertainty Quantification*, 4(1), 218–243.

Milewicz, R., Vanka, R., Tuck, J. and 2 more (...) (2016). Lightweight runtime checking of C programs with RTC. *Computer Languages, Systems and Structures*, 45191–203.

Ricketson, L.F., Cerfon, A.J., Rachh, M. and 1 more (...) (2016). Accurate derivative evaluation for any Grad-Shafranov solver. *Journal of Computational Physics*, 305744–757.

Obuz, S., Parikh, A., Chakraborty, I. and 1 more (...) (2016). Lyapunov-based control of an uncertain Euler–Lagrange system with uncertain time-varying input delays without delay rate constraints. *IFAC-PapersOnLine*, 49(10), 141–146.

Simakov, A.N., Wilson, D.C., Yi, S.A. and 5 more (...) (2016). Beryllium ignition target design for indirect drive NIF experiments. *Journal of Physics: Conference Series*, 688(1).

Weiss, K., Lindstrom, P. (2016). Adaptive multilinear tensor product wavelets. *IEEE Transactions on Visualization and Computer Graphics*, 22(1), 985–994.

Cai, Z., Cao, S., Falgout, R. (2016). Robust a posteriori error estimation for finite element approximation to H(curl) problem. *Computer Methods in Applied Mechanics and Engineering*, 309182–201.

Leidinger, J.-P., Callahan, D.A., Berzak-Hopkins, L.F. and 22 more (...) (2016). NIF Rugby High Foot Campaign from the design side. *Journal of Physics: Conference Series*, 717(1).

Chakraborty, I., Obuz, S., Licitra, R. and 1 more (...) (2016). Control of an uncertain Euler-Lagrange system with known time-varying input delay: A PDE-based approach. *Proceedings of the American Control Conference*, 4344–4349.

Manea, A., Hajibeygi, H., Vassilevski, P. and 1 more (...) (2016). Enriched algebraic multiscale linear solver. *15th European Conference on the Mathematics of Oil Recovery, ECMOR 2016*.

Sati, M., Lindstrom, P., Rossignac, J. (2016). eBits: Compact stream of mesh refinements for remote visualization. *CAD Computer Aided Design*, 78168–178.

Wolf, F., Bischof, C., Calotoiu, A. and 8 more (...) (2016). Automatic performance modeling of HPC applications. *Lecture Notes in Computational Science and Engineering*, 113445–465.

Milovich, J.L., Dewald, E.L., Pak, A. and 5 more (...) (2016). Early-time radiation flux symmetry optimization and its effect on gas-filled hohlraum ignition targets on the National Ignition Facility. *Physics of Plasmas*, 23(3).

Kotov, D.V., Yee, H.C., Wray, A. and 2 more (...) (2016). High order numerical methods for LES of turbulent flows with shocks. *Kongqi Donglixue Xuebao/Acta Aerodynamica Sinica*, 34(2), 190–203.

Thiagarajan, J.J., Sattigeri, P., Ramamurthy, K.N. and 1 more (...) (2016). Robust local scaling using conditional quantiles of graph similarities. *IEEE International Conference on Data Mining Workshops, ICDMW*, 0762–769.

Lin, P.-H., Woodward, P.R. (2016). Transforming the multifluid PPM algorithm to run on GPUs. *Journal of Parallel and Distributed Computing*, 93-9456-65.

Minnich, A., Abu-El-Rub, N., Gokhale, M. and 2 more (...) (2016). ClearView: Data cleaning for online review mining. *Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016*, 555–558.

Robey, H.F., Smalyuk, V.A., Milovich, J.L. and 46 more (...) (2016). Performance of indirectly driven capsule implosions on NIF using adiabat-shaping. *Journal of Physics: Conference Series*, 717(1).

Khanduri, P., Kailkhura, B., Thiagarajan, J.J. and 1 more (...) (2016). Universal collaboration strategies for signal detection: A sparse learning approach. *IEEE Signal Processing Letters*, 23(10), 1484–1488.

Laguna, I., Schulz, M. (2016). Pinpointing scale-dependent integer overflow bugs in large-scale parallel applications. *International Conference for High Performance Computing, Networking, Storage and Analysis, SC*, 0216–227.

Wheeler, R., Faissol, D., Santiago, C. and 2 more (...) (2016). Physics and optimal routing for urban radiation source search. *IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems*, 0379–383.

Yan, Y., Hammond, J.R., Liao, C. and 1 more (...) (2016). A proposal to OpenMP for addressing the CPU oversubscription challenge. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9903187–202.

Loffeld, J., Woodward, C.S. (2016). Considerations on the implementation and use of Anderson acceleration on distributed memory and GPU-based parallel computers. *Association for Women in Mathematics Series*, 6417–436.

Vignes, R.M., Ahmed, M.F., Eggert, J.H. and 5 more (...) (2016). TARDIS-C: A target diagnostic for measuring material structure at high pressure. *Journal of Physics: Conference Series*, 717(1).

Thiagarajan, J.J., Natesan Ramamurthy, K., Kanberoglu, B. and 3 more (...) (2016). Measuring glomerular number from kidney MRI images. *Progress in Biomedical Optics and Imaging - Proceedings of SPIE*, 9784.

Wilson, D.C., Yi, S.A., Simakov, A.N. and 20 more (...) (2016). X-ray drive of beryllium capsule implosions at the National Ignition Facility. *Journal of Physics: Conference Series*, 717(1).

Lloyd, S., Gokhale, M. (2016). Evaluating the feasibility of storage class memory as main memory. *ACM International Conference Proceeding Series*, 03-06-437-441.

Marques, O., Druinsky, A., Li, X.S. and 3 more (...) (2016). Tuning the coarse space construction in a spectral AMG solver. *Procedia Computer Science*, 80212–221.

Ramamurthy, K.N., Aravkin, A.Y., Thiagarajan, J.J. (2016). Beyond L2-loss functions for learning sparse models. *ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings*, 4692–4696.

Bhatia, H., Gyulassy, A.G., Pascucci, V. and 6 more (...) (2016). Interactive exploration of atomic trajectories through relative-angle distribution and associated uncertainties. *IEEE Pacific Visualization Symposium*, 120–127.

Rasmussen, S., Schulz, M., Mohror, K. (2016). Allowing MPI tools builders to forget about Fortran. *ACM International Conference Proceeding Series*, 25–28, 208–211.

Panas, T., Epperly, T., Quinlan, D. and 2 more (...) (2016). Comprehending software architecture using a unified single-view visualization. *Data Structure and Software Engineering: Challenges and Improvements*, 22–41.

Scogland, T., de Supinski, B. (2016). A case for extending task dependencies. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9903130–140.

Fan, Y.J., Kamath, C. (2016). Detecting ramp events in wind energy generation using affinity evaluation on weather data. *Statistical Analysis and Data Mining*, 9(3), 155–173.

Ahmed, H., Skjellum, A., Pirkelbauer, P. (2016). Petal tool for analyzing and transforming legacy MPI applications. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9519156–170.

Sprague, M.A., Boldyrev, S., Chang, C.-S. and 6 more (...) (2016). Outcomes from the DOE workshop on turbulent flow simulation at the exascale. *46th AIAA Fluid Dynamics Conference*.

Clark, D.S., Weber, C.R., Eder, D.C. and 11 more (...) (2016). Progress in detailed modelling of low foot and high foot implosion experiments on the National Ignition Facility. *Journal of Physics: Conference Series*, 717(1).

Tullsen, M., Sottile, M. (2016). Array types for a graph processing language. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 857–866.

Pirkelbauer, P., Milewicz, R., Gonzalez, J.F. (2016). A portable lock-free bounded queue. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 1004855–73.

Wilcock, W.S.D., Schmidt, D.A., Vidale, J.E. and 13 more (...) (2016). Designing an offshore geophysical network in the Pacific Northwest for earthquake and tsunami early warning and hazard research. *OCEANS 2016 MTS/IEEE Monterey, OCE 2016*.

Mooasvi, A., Tranquilli, P., Sandu, A. (2016). Solving stochastic chemical kinetics by Metropolis-Hastings sampling. *Journal of Applied Analysis and Computation*, 6(2), 322–335.

Chakraborty, I., Obuz, S., Dixon, W.E. (2016). Image-based tracking control in the presence of time-varying input and state delays. *2016 IEEE Conference on Control Applications, CCA 2016*, 1350–1355.

Marcu, M., Boncalo, O., Ghenea, M. and 9 more (...) (2016). Low-cost hardware infrastructure for runtime thread level energy accounting. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9637277–289.

Ghanem, S., Skau, E., Krim, H. and 2 more (...) (2016). Non-parametric bounds on the nearest neighbor classification accuracy based on the Henze-Penrose metric. *Proceedings - International Conference on Image Processing, ICIP*, 1364–1368.

Priest, B.W., Cybenko, G. (2016). Efficient inference of hidden Markov models from large observation sequences. *Proceedings of SPIE - The International Society for Optical Engineering*, 9825.

Bihari, B.L., Yang, U.M., Wong, M. and 1 more (...) (2016). Transactional memory for algebraic multigrid smoothers. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9903320–335.

Lindstrom, P. (2016). Editor's Note. *IEEE Transactions on Visualization and Computer Graphics*, 22(8).

Zakrzewska, A., Nathan, E., Fairbanks, J. and 1 more (...) (2016). A local measure of community change in dynamic graphs. *Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016*, 349–353.

Summa, B., Gyulassy, A., Bremer, P.-T. and 1 more (...) (2016). Interactive data exploration. *Data-Intensive Science*, 351–381.

Protze, J., Ahn, D.H., Laguna, I. and 2 more (...) (2016). Testing infrastructure for OpenMP debugging interface implementations. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9903205–216.

Gokhale, M., Huebner, M., Cumplido, R. (2016). Message from chairs. *2015 International Conference on ReConFigurable Computing and FPGAs, ReConFig 2015*.

Druinsky, A., Ghysels, P., Li, X.S. and 5 more (...) (2016). Comparative performance analysis of coarse solvers for algebraic multigrid on multicore and manycore architectures. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9573116–127.

Boehme, D., Liu, X. (2016). Workshop on high-level parallel programming models and supportive environments-HIPS. *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*, 305–306.

Schordan, M., Beyer, D., Lundberg, J. (2016). Evaluation and reproducibility of program analysis and verification. *Lecture Notes in Computer Science* (including subseries *Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics*), 9952191–194.

Rountree, B., Song, S.L. (2016). The twelfth IEEE Workshop on High-Performance, Power-Aware Computing (HPPAC ‘16). *Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016*.

Clark, D.S., Eder, D.C., Haan, S.W. and 10 more (...) (2016). Progress in modelling ignition implosion experiments on the National Ignition Facility. *Journal of Physics: Conference Series*, 688(1).

Koniges, A., Liu, W., Lidia, S. and 6 more (...) (2016). Numerical modeling of complex targets for high-energy-density experiments with ion beams and other drivers. *Journal of Physics: Conference Series*, 688(1).

Bisset, K.R., Aji, A.M., Kamal, T. and 4 more (...) (2016). Contagion diffusion with EpiSimdemics. *Parallel Science and Engineering Applications: The Charm++ Approach*, 207–242.