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Tanade, C., Rakestraw, E., Ladd, W. and 2 more (**Draeger, E.W.**) (2023). Cloud Computing to Enable Wearable-Driven Longitudinal Hemodynamic Maps.

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Reimer, R.J., Goncalves, A., **Soper, B.** and 7 more (...) (2023). An electronic health record cohort of Veterans with amyotrophic lateral sclerosis. *Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration*, 24(7–8) 695–701 10.1080/21678421.2023.2239300

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Fletcher, L., **Steil, T.**, **Pearce, R.** (2023). Optimizing a Distributed Graph Data Structure for K - Path Centrality Estimation on HPC. *2023 IEEE High Performance Extreme Computing Conference, HPEC 2023*, 10.1109/HPEC58863.2023.10363577

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**Reddy, S.**, Waruszewski, M., de Braganca Alves, F.A.V. and 1 more (...) (2023). Schur complement IMplicit-EXplicit formulations for discontinuous Galerkin non-hydrostatic atmospheric models. *Journal of Computational Physics*, 491 10.1016/j.jcp.2023.112361

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Jekel, C.F., Sterbentz, D.M., Aubry, S. and 3 more (**Choi, Y.**) (2022). Using conservation laws to infer deep learning model accuracy of Richtmyer-Meshkov instabilities. *World Congress in Computational Mechanics and ECCOMAS Congress*. 10.23967/eccomas.2022.286

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Clark, D.S., Casey, D.T., Weber, C.R. and 14 more (**Milovich, J.L.**) (2022). Exploring implosion designs for increased compression on the National Ignition Facility using high density carbon ablators. *Physics of Plasmas*, 29(5). 10.1063/5.0087052

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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

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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.

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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.

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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).

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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.

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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.

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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).

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

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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).

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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).

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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*.

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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.

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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.

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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*.

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**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*.

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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.

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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.

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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.