Publications

Phipps, E.T., Kolda, T.G., & Kolda, T.G. (2019). High performance tensor decomposition on emerging manycore architectures [Conference Poster]. https://www.osti.gov/biblio/1641967

Orient, G., Friedman-Hill, E.J., Glickman, M.R., Olson, K., Ridgway, E.M., & Ridgway, E.M. (2019). Sensitivity and Uncertainty Workflow of Full System SIERRA Models Supporting High Consequence Applications [Presentation]. https://www.osti.gov/biblio/1645921

Trott, C.R. (2019). The Kokkos C++ Performance Portability EcoSystem [Presentation]. https://www.osti.gov/biblio/1645974

Zhang, M., Hughes, C., Voskuilen, G.R., & Voskuilen, G.R. (2019). SST Tutorial - Part 02 [Conference Poster]. https://www.osti.gov/biblio/1642160

Harvey-Thompson, A.J., Geissel, M., Jennings, C.A., Weis, M.R., Ampleford, D.J., Bliss, D.E., Chandler, G.A., Fein, J.R., Galloway, B.R., Glinsky, M.E., Gomez, M.R., Hahn, K.D., Hansen, S.B., Harding, E.C., Kimmel, M., Knapp, P.F., Perea, L., Peterson, K., Porter, J.L., … Smith, G.E. (2019). Progress in Implementing High-Energy Low-Mix Laser Preheat for MagLIF [Conference Poster]. https://www.osti.gov/biblio/1642179

Younge, A.J. (2019). Supercontainers in HPC [Conference Poster]. https://www.osti.gov/biblio/1668917

Shead, T.M., Kolla, H., Konduri, A., Papoola, G., Davis, W.L., Dunlavy, D.M., Reed, K., & Reed, K. (2019). A Framework for In-Situ Anomaly Detection in HPC Environments [Conference Poster]. https://www.osti.gov/biblio/1642180

Moore, S.G., Stagg, A.K., & Stagg, A.K. (2019). SPARTA Kokkos: The Quest for Performance Portable DSMC [Conference Poster]. https://www.osti.gov/biblio/1642560

Stracuzzi, D.J. (2019). What is Machine Learning? [Presentation]. https://www.osti.gov/biblio/1645912

Shadid, J.N. (2019). Towards an IMEX Continuum Multifluid Electromagnetic Plasma Formulation for Challenging Fusion Related Applications [Conference Poster]. https://www.osti.gov/biblio/1641921

Wildey, T., Butler, T., Jakeman, J.D., & Jakeman, J.D. (2019). Convergence of Probability Densities using Approximate Models for Forward and Inverse Problems in Uncertainty Quantification [Conference Poster]. https://www.osti.gov/biblio/1641989

Deveci, M., Devine, K., Bachman, W.B., Taylor, M.A., Rajamanickam, S., Catalyurek, U.V., & Catalyurek, U.V. (2019). Geometric mapping of tasks to processors on parallel computers with mesh or torus networks. IEEE Transactions on Parallel and Distributed Systems, 30(9), pp. 2018-2032. https://doi.org/10.1109/TPDS.2019.2900043

Silling, S.A. (2019). Spall kinetics model description. https://doi.org/10.2172/1560810

Beckwith, K., Bond, S.D., Granzow, B.N., Hamlin, N.D., Martin, M.R., Powell, M., Ruggirello, K., Stagg, A.K., Voth, T.E., & Voth, T.E. (2019). FLEXO: Development of a Discontinuous Galerkin Multimaterial Magneto-Hydrodynamics Code for MagLIF Simulation [Conference Poster]. https://www.osti.gov/biblio/1641903

Valentin, M.A., Clark, B.W., Jared, B.H., Johnson, K.L., Robbins, J., Russ, J.B., & Russ, J.B. (2019). Optimization-based design for manufacturing [Conference Poster]. https://www.osti.gov/biblio/1641916

Ellis, J.A., Rajamanickam, S., & Rajamanickam, S. (2019). Scalable inference for sparse deep neural networks using kokkos kernels [Conference Poster]. 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. https://doi.org/10.1109/HPEC.2019.8916378

Moore, S.G. (2019). Kokkos and SNAP work in support of EXAALT and LAMMPS [Presentation]. https://www.osti.gov/biblio/1645897

Blanco, M., Low, T.M., Kim, K., & Kim, K. (2019). Exploration of fine-grained parallelism for load balancing eager K-truss on GPU and CPU [Conference Poster]. 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. https://doi.org/10.1109/HPEC.2019.8916473

Plimpton, S.J. (2019). Implicit surface models in the SPARTA DSMC code [Conference Poster]. https://www.osti.gov/biblio/1642157

Glusa, C. (2019). Asynchronous Domain Decomposition Solvers [Conference Poster]. https://www.osti.gov/biblio/1641965

Peterson, M.G., Nichol, J.J., Stracuzzi, D.J., Peterson, K., & Peterson, K. (2019). Predicting Minimum Arctic Sea Ice Extent [Conference Poster]. https://www.osti.gov/biblio/1641909

Stracuzzi, D.J., Vollmer, C., Poppeliers, C., Beskardes, G.D., Schwering, P., Cashion, A.T., van Bloemen Waanders, B.G., Weiss, C.J., Matteo, E.N., Bettin, G., & Bettin, G. (2019). Real-time Subsurface Event Assessment and Detection (RESEAD) [Presentation]. https://www.osti.gov/biblio/1645887

Aaziz, O., Vaughan, C.T., Cook, J., Cook, J., Kuehn, J., & Kuehn, J. (2019). Fine-Grained Analysis of Communication Similarity between Real And Proxy Applications [Conference Poster]. https://www.osti.gov/biblio/1641964

Brightwell, R.B. (2019). Opportunities and Challenges for Accelerated Network Interfaces in HPC [Conference Poster]. https://www.osti.gov/biblio/1642596

Bochev, P., Bosler, P.A., Kuberry, P., Perego, M., Peterson, K., Trask, N.A., & Trask, N.A. (2019). Compatible Particle Discretizations (Final LDRD Report). https://doi.org/10.2172/1569143

Eldred, M., Geraci, G., Gorodetsky, A.A., Jakeman, J.D., & Jakeman, J.D. (2019). Multilevel / Multifidelity Sampling and Emulation for Forward UQ [Presentation]. https://www.osti.gov/biblio/1645988

Wolf, M., Trott, C.R., & Trott, C.R. (2019). The Kokkos C++ Performance Portability EcoSystem [Presentation]. https://www.osti.gov/biblio/1645984

Wang, F., Aimone, J.B., Musuvathy, S., Anwar, A., & Anwar, A. (2019). BrainSLAM. https://doi.org/10.2172/1569159

Matteo, E.N., McMahon, K.A., Camphouse, R., Dewers, T., Jove-Colon, C.F., Fuller, T.J., Mohahgheghi, J., Stormont, J.C., Taha, M.R., Pyrak-Nolte, L., Wang, C., Douba, A., Genedy, M., Fernandez, S.G., Kandil, U.F., Soliman, E.E., Starr, J., Stenko, M., & Stenko, M. (2019). Monitoring and Repair of Cement-Geomaterial Interfaces in Borehole and Repository Scenarios. https://doi.org/10.2172/1569352

Plimpton, S.J. (2019). Accelerated MD for Rare-event Systems via the Hyperdynamics Method [Conference Poster]. https://www.osti.gov/biblio/1642162

Brightwell, R.B. (2019). Thoughts on Autonomous Resource Management for HPC [Conference Poster]. https://www.osti.gov/biblio/1642595

Younge, A.J., Bachman, W.B., & Bachman, W.B. (2019). Containers Programming Environments and ARM ? oh my! [Conference Poster]. https://www.osti.gov/biblio/1642170

Hughes, C., Voskuilen, G.R., Zhang, M., & Zhang, M. (2019). SST Tutorial - Part 03 [Conference Poster]. https://www.osti.gov/biblio/1642161

Voskuilen, G.R., Hughes, C., & Hughes, C. (2019). The Structural Simulation Toolkit and GPGPU-Sim [Conference Poster]. https://www.osti.gov/biblio/1642159

Staid, A. (2019). Adverse-Weather Impact Scenarios for Power System Resilience Modeling [Conference Poster]. https://www.osti.gov/biblio/1642607

Weiss, C.J., Beskardes, G.D., van Bloemen Waanders, B.G., & van Bloemen Waanders, B.G. (2019). Prediction and Inference of Multi-scale Electrical Properties of Geomaterials. https://doi.org/10.2172/1562367

Trujillo, G., Turner, D.Z., Brightwell, R.B., Oldfield, R., Clay, R.L., & Clay, R.L. (2019). September 2019 ECP ST Project Review [Presentation]. https://www.osti.gov/biblio/1646043

Younge, A.J., Bachman, W.B., Bachman, W.B., Hammond, S., & Hammond, S. (2019). An Update on Astra: Experiences Running the first Petascale ARM Supercomputer [Conference Poster]. https://www.osti.gov/biblio/1642723

Bachman, W.B. (2019). Experiences Scaling a Production Arm Supercomputer [Conference Poster]. https://www.osti.gov/biblio/1642597

Cangi, A., Sagredo, F., Decolvenaere, E., Mattsson, A.E., & Mattsson, A.E. (2019). Semi-local Density Functional Approximations for Bulk, Surface, and Confinement Physics. https://doi.org/10.2172/1569522

Singh, B., Pozo, D., & Pozo, D. (2019). A Guide to Solar Power Forecasting using ARMA Models [Conference Poster]. Proceedings of 2019 IEEE PES Innovative Smart Grid Technologies Europe, ISGT-Europe 2019. https://doi.org/10.1109/ISGTEurope.2019.8905430

Gauntt, N.E., Davis, K., Repik, J.J., Brandt, J.M., Gentile, A.C., Hammond, S., & Hammond, S. (2019). Design Installation and Operation of the Vortex ART Platform. https://doi.org/10.2172/1562796

Teranishi, K., Hollman, D.S., Barrett, R.F., Myers, J.M., Dunlavy, D.M., & Dunlavy, D.M. (2019). Performance and Parallelization of CP-Alternate Poisson Regression Sparse Tensor Decomposition [Conference Poster]. https://www.osti.gov/biblio/1641999

Ivanoff, T., Madison, J., Mitchell, J.A., Dagel, D., Jared, B.H., & Jared, B.H. (2019). Correlation of Porosity Defects with In-situ Pyrometry in AM 316L SS [Conference Poster]. https://www.osti.gov/biblio/1642630

Eldred, M., Geraci, G., Seidl, D.T., Menhorn, F., King, R., Herges, T., Bachman, W.B., Maniaci, D.C., & Maniaci, D.C. (2019). Milestone: Develop multilevel emulator-based Bayesian inference capabilities and demonstrate data assimilation for SWiFT configuration [Presentation]. https://www.osti.gov/biblio/1646013

Moreland, K. (2019). ECP Milestone Highlights WBS 2.3.4.13 ECP/VTK-m FY19Q4 [MS-19/09 MS-20/01-07] Path Geometry / Data Models / Normals / Contouring / Advanced Flow [Presentation]. https://www.osti.gov/biblio/1646057

Singh, B., Watson, J., & Watson, J. (2019). Approximating two-stage chance-constrained programs with classical probability bounds. Optimization Letters, 13(6), pp. 1403-1416. https://doi.org/10.1007/s11590-019-01387-z

Koester, J.J., Tupek, M.R., Mitchell, S.A., & Mitchell, S.A. (2019). An Agile Design-to-Simulation Workflow Using a New Conforming Moving Least Squares Method. https://doi.org/10.2172/1569655

Trott, C.R., Hollman, D.S., Sunderland, D., Hoemmen, M.F., Edwards, C., Adelstein-Lelbach, B., & Adelstein-Lelbach, B. (2019). mdspan in C++: A Case Study in the Integration of Performance Portable Features into International Language Standards [Conference Poster]. https://www.osti.gov/biblio/1641938

Conde, S., Mabuza, S., Shadid, J.N., Cyr, E.C., Smith, T.M., Pawlowski, R., & Pawlowski, R. (2019). On algebraic flux correction in continuous finite element schemes for problems in plasma physics [Conference Poster]. https://www.osti.gov/biblio/1641928

Chance, F.S. (2019). Dragonfly-Inspired Algorithms for Intercept Trajectory Planning. https://doi.org/10.2172/1569338

Cartwright, K.L., Moore, C.H., Roberds, N.A., Abel, K., Flanagan, T.M., Christenson, P.J., Bettencourt, M.T., Pointon, T., Turner, C.D., Raybourn, E.M., & Raybourn, E.M. (2019). Initial Comparison to Experiments of EMPIRE Simulations with Diodes Driven by the Photoelectric Effect [Conference Poster]. https://www.osti.gov/biblio/1641932

Trask, N.A. (2019). Advances in meshfree methods: From SPH to compatible meshless discretization [Conference Poster]. https://www.osti.gov/biblio/1643650

Watson, J., Knueven, B., Ostrowski, J., & Ostrowski, J. (2019). EGRET: Unit Commitment and {Economic...} Dispatch [Presentation]. https://www.osti.gov/biblio/1645916

Blonigan, P.J., Geraci, G., Rizzi, F., Eldred, M., Carlberg, K., & Carlberg, K. (2019). On-line Generation and Error Handling for Surrogate Models within Multifidelity Uncertainty Quantification. https://doi.org/10.2172/1567834

Staid, A., Valicka, C.G., & Valicka, C.G. (2019). Hybridizing Classifiers and Collection Systems to Maximize Intelligence and Minimize Uncertainty in National Security Data Analytics Applications. https://doi.org/10.2172/1567836

Thompson, A.P., Wood, M.A., Cusentino, M.A., Tranchida, J., & Tranchida, J. (2019). Scale Bridging with SNAP Machine-Learning Interatomic Potentials [Conference Poster]. https://www.osti.gov/biblio/1641919

Specht, P.E., Mitchell, J.A., Adams, D.P., Brown, J.L., Silling, S.A., Wise, J.L., Palmer, T., & Palmer, T. (2019). Shortening the Design and Certification Cycle for Additively Manufactured Materials by Improved Mesoscale Simulations and Validation Experiments: Fiscal Year 2019 Status Report. https://doi.org/10.2172/1570554

Misra, S., Ward, D.R., Baczewski, A.D., Campbell, Q.T., Schmucker, S.W., Mounce, A.M., Tracy, L.A., Lu, T., Marshall, M., de Campbell, A., & de Campbell, A. (2019). Designer quantum materials. https://doi.org/10.2172/1592939

Powell, M., Ibanez-Granados, D.A., Fuller, T.J., Granzow, B.N., Voth, T.E., Hansen, G., & Hansen, G. (2019). Multi-material dynamic domain topology changes in the Lagrangian Grid Reconnection (LGR) code [Conference Poster]. https://www.osti.gov/biblio/1641929

Kouri, D.P. (2019). Higher-moment buffered probability. Optimization Letters, 13(6), pp. 1223-1237. https://doi.org/10.1007/s11590-018-1359-2

Tallman, A.E., Stopka, K.S., Swiler, L.P., Wang, Y., Kalidindi, S.R., McDowell, D.L., & McDowell, D.L. (2019). Gaussian-Process-Driven Adaptive Sampling for Reduced-Order Modeling of Texture Effects in Polycrystalline Alpha-Ti. JOM, 71(8), pp. 2646-2656. https://doi.org/10.1007/s11837-019-03553-1

Smith, T.M., Pointon, T.D., Cartwright, K.L., Rider, W.J., & Rider, W.J. (2019). EMPIRE-PIC Code Verification of a Cold Diode. https://doi.org/10.2172/1762966

Bogle, I., Devine, K., Perego, M., Rajamanickam, S., Slota, G.M., & Slota, G.M. (2019). A parallel graph algorithm for detecting mesh singularities in distributed memory ice sheet simulations [Conference Poster]. ACM International Conference Proceeding Series. https://doi.org/10.1145/3337821.3337841

van Bloemen Waanders, B.G. (2019). Software Capabilities For Solving Mixed Integer PDE-Constrained Optimization [Conference Poster]. https://www.osti.gov/biblio/1641470

Wang, F., Green, S., Severa, W., & Severa, W. (2019). State Representation Learning for Deep Planning [Conference Poster]. https://www.osti.gov/biblio/1641483

Sockwell, K.C. (2019). Mass Conserving Hamiltonian-Structure-Preserving Reduced Order Modeling for the Rotating Shallow Water Equations Discretized by a Mimetic Spatial Scheme [Presentation]. https://www.osti.gov/biblio/1645770

Voskuilen, G.R. (2019). Simulation by Composition: Using models as building blocks to enable simulation of complex node architectures [Conference Poster]. https://www.osti.gov/biblio/1641659

Kalinina, E.A., Wright, C., Lujan, L., Saltzstein, S.J., & Saltzstein, S.J. (2019). Shock Environments for the Nuclear Fuel Transportation System (Transportation Platform Cask Basket and Surrogate Assemblies) during Specialized Rail Tests [Conference Poster]. https://www.osti.gov/biblio/1641474

Witzel, W., Rudinger, K.M., Carr, R., Madrid Larranaga, J., Wingo, J., Craft, W., Kapur, D., Sarovar, M., & Sarovar, M. (2019). Quantum Algorithm Verification Using Prove-It [Presentation]. https://www.osti.gov/biblio/1807159

Naugle, A.B., Lakkaraju, K., Balanaga, V., Warrender, C., Verzi, S.J., Livesay, M., Swiler, L.P., & Swiler, L.P. (2019). A Complexity-Focused Framework for Comparing and Evaluating Social Simulations [Presentation]. https://www.osti.gov/biblio/1645756

Rushdi, A. (2019). Estimating Predictive Uncertainty in Machine Learning Models [Presentation]. https://www.osti.gov/biblio/1807181

Bochev, P., Kuberry, P., Trask, N.A., Perego, M., & Perego, M. (2019). The amazing powers of Generalized Moving Least-Squares [Conference Poster]. https://www.osti.gov/biblio/1641676

Cyr, E.C., Miller, S., Phillips, E., Beckwith, K., Bettencourt, M.T., Cartwright, K.L., Kramer, R.M.J., Pawlowski, R., Roberts, N.V., Shadid, J.N., Shields, S., & Shields, S. (2019). Multi-Fluid Plasma Simulation with an IMEX CG/DG Discretization [Conference Poster]. https://www.osti.gov/biblio/1641633

Cook, J. (2019). Proxy Applications: Curation and Assessment [Presentation]. https://www.osti.gov/biblio/1645768

Robinson, A.C., Swan, M.S., Smith, T.M., Bennett, N.L., Drake, R.R., Hooper, R., & Hooper, R. (2019). Computational Infrastructure and Neutral Expansion Verification Problems for Testing Plasma Physics Algorithms [Conference Poster]. https://www.osti.gov/biblio/1641594

Beckwith, K., Bond, S.D., Granzow, B.N., Hamlin, N.D., Hansen, G., Hanshaw, H., Jennings, C.A., Martin, M.R., Stagg, A.K., Voth, T.E., & Voth, T.E. (2019). FLEXO: Development Activities for Z-Next Simulation [Conference Poster]. https://www.osti.gov/biblio/1641605

Coppinger, M., Uhlig, W.C., Niederhaus, J.H.J., & Niederhaus, J.H.J. (2019). Simulating Lateral Drift of a Shaped Charge Jet in ALEGRA [Conference Poster]. https://doi.org/10.1115/HVIS2019-024

Plimpton, S.J. (2019). Welcome and What's New in LAMMPS [Conference Poster]. https://www.osti.gov/biblio/1641610

Rajamanickam, S. (2019). Math Libraries Workstream - Overview [Presentation]. https://www.osti.gov/biblio/1645759

Jared, B.H., Mitchell, J.A., Ivanoff, T., Saiz, D.J., Koepke, J.R., Madison, J., Swiler, L., & Swiler, L. (2019). Defect Detection in Metal Additive Manufacturing Through Application of In-Situ Diagnostics [Conference Poster]. https://www.osti.gov/biblio/1641629

Crossno, P.J. (2019). Slycat? Ensemble Analysis and Visualization [Presentation]. https://www.osti.gov/biblio/1645765

Parekh, O. (2019). Quantum Approaches for Discrete Optimization [Conference Poster]. https://www.osti.gov/biblio/1641667

Aimone, J.B., Parekh, O., Phillips, C.A., Pinar, A., Severa, W., Xu, H., & Xu, H. (2019). Dynamic Programming with Spiking Neural Computing [Conference Poster]. https://doi.org/10.1145/3354265.3354285

Green, S., Vineyard, C.M., & Vineyard, C.M. (2019). Hardware-Aware Neural Architecture Search [Presentation]. https://www.osti.gov/biblio/1645868

Willenbring, J.M. (2019). ECP Software Technologies: Software Development Kits (SDKs) [Presentation]. https://www.osti.gov/biblio/1807182

Miles, J.S. (2019). Kokkos Emu Cilk Backend [Conference Poster]. https://www.osti.gov/biblio/1641788

Davis, W.L., Shead, T.M., Kolla, H., Kegelmeyer, W.P., Popoola, G.A., Reed, K., & Reed, K. (2019). In-Situ Machine Learning for Intelligent Data Capture on Exascale Platforms [Presentation]. https://www.osti.gov/biblio/1645860

Bachman, W.B. (2019). Geospatial-Temporal Semantic Graphsfor Remote Sensing Data Analysis [Presentation]. https://www.osti.gov/biblio/1645845

McGregor, D.A.O., Phillips, E., Love, E., & Love, E. (2019). Reformulating Friedman?s Implicit Integrator as a Single Step Method for Maxwell?s Equations as a First Order System [Conference Poster]. https://www.osti.gov/biblio/1641786

Cyr, E.C., Ridzal, D., Guenther, S., Ruthotto, L., Schroder, J.B., Gauger, N.R., & Gauger, N.R. (2019). Exploiting ?time-domain? parallelism to accelerate neural network training and PDE constrained optimization [Presentation]. https://www.osti.gov/biblio/1807168

Bachman, W.B. (2019). Trajectory Data Analytics [Presentation]. https://www.osti.gov/biblio/1645846

Bochev, P., Trask, N.A., Perego, M., & Perego, M. (2019). Mimetic meshfree methods or how to be compatible without a mesh [Conference Poster]. https://www.osti.gov/biblio/1641675

Chen, K.C., Warne, L.K., Jorgenson, R.E., Niederhaus, J.H.J., & Niederhaus, J.H.J. (2019). TATB Sensitivity to Shocks from Electrical Arcs. Propellants, Explosives, Pyrotechnics, 44(8), pp. 1000-1009. https://doi.org/10.1002/prep.201800286

Swiler, L.P. (2019). Gaussian Process Models [Conference Poster]. https://www.osti.gov/biblio/1641657

Cusentino, M.A., Wood, M.A., Thompson, A.P., & Thompson, A.P. (2019). Machine Learned Interatomic Potentials for Modeling Plasma Material Interactions [Conference Poster]. https://www.osti.gov/biblio/1641622

Moore, S.G. (2019). A Brief Overview of Molecular Dynamics Statistical Mechanics Atomic Potentials [Conference Poster]. https://www.osti.gov/biblio/1641618

Wood, M.A. (2019). Extending ab initio Calculations with Machine Learned Potentials for Molecular Dynamics [Conference Poster]. https://www.osti.gov/biblio/1641617

Hughes, C., Hammond, S., Voskuilen, G.R., Rodrigues, A., Hemmert, K.S., Hoekstra, R.J., & Hoekstra, R.J. (2019). ASC CSSE Milestone 6812: SST-GPGPU [Presentation]. https://www.osti.gov/biblio/1645788

Chester, D.G., Wright, S.A., Hammond, S., Law, T., Smedley-Stevenson, R., Maheswaran, S., Jarvis, S.A., & Jarvis, S.A. (2019). Full-System Modeling and Simulation: Contributions Towards Coupling Contention and I/O [Conference Poster]. https://www.osti.gov/biblio/1641636