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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.

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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.

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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).

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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.

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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).

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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.

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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.

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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.

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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*.

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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.

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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.

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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. *IFAC-PapersOnLine*, 51(24), 1395–1402.

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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.

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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.

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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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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).

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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.

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**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.

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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).

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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.

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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.

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

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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.

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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.

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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*.

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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.

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**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.

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Fairbanks, J.P., Bader, D.A., Sanders, G.D. (2017). Spectral partitioning with blends of eigenvectors. *Journal of Complex Networks*, 5(4), 551–580.

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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.

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**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.

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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.

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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).

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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.

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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.

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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).

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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.

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**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.

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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.

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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.

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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).

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