Publications

Berg, M., Hjalmarson, H.P., Scrymgeour, D., Brumbach, M.T., Schultz, P.A., Clem, P., Hopkins, M.M., Moore, C.H., Ohta, T., Smith, S., Bussmann, E., & Bussmann, E. (2018). Work function of platinum thin films with disorder [Conference Poster]. https://www.osti.gov/biblio/1503439

Bussmann, E., Smith, S., Scrymgeour, D., Ohta, T., Hjalmarson, H.P., Schultz, P.A., Clem, P., Hopkins, M.M., Moore, C.H., & Moore, C.H. (2018). CHARACTERIZING THE INFLUENCE OF ELECTRODE SURFACE STRUCTURE ON FIELD EMISSION [Conference Poster]. https://www.osti.gov/biblio/1575338

Swiler, L.P., Johnson, K.L., & Johnson, K.L. (2018). Uncertainty Quantification for Additive Manufacturing Applications [Conference Poster]. https://www.osti.gov/biblio/1502289

Kim, K., Perego, M., Ellingwood, N.D., Peterson, K., Roberts, N.V., & Roberts, N.V. (2018). Intrepid2: a PerformancePortable Package for Compatible HighOrder Finite Element Discretizations [Conference Poster]. https://www.osti.gov/biblio/1502287

Jared, B.H., Koepke, J.R., Saiz, D.J., Swiler, L.P., Mitchell, J.A., Madison, J., Ivanoff, T., Webb, K., Rodelas, J., Schwaller, E., & Schwaller, E. (2018). Defect Signatures for Metal Laser Powder Bed Fusion [Conference Poster]. https://www.osti.gov/biblio/1501973

Plews, J.A., Crane, N.K., de Frias, G., Lesan, S., Littlewood, D.J., Merewether, M.T., Mosby, M.D., Pierson, K.H., Porter, V.L., Shelton, T.R., Thomas, J.D., Tupek, M.R., Veilleux, M.G., Xavier, P.G., & Xavier, P.G. (2018). Sierra/SolidMechanics 4.48 User's Guide: Addendum for Shock Capabilities. https://doi.org/10.2172/1431243

Marshall, M., de Campbell, A., Maurer, L.N., Bachman, W.B., Lu, T., Ward, D.R., Misra, S., & Misra, S. (2018). Variability of atomically precise tunnel junctions [Conference Poster]. https://www.osti.gov/biblio/1501972

de Campbell, A., Marshall, M., Maurer, L.N., Bachman, W.B., Lu, T., Ward, D.R., Misra, S., & Misra, S. (2018). CMOS compatible processing for phosphorous delta-layer nanoscale electronics [Conference Poster]. https://www.osti.gov/biblio/1501971

Thompson, A.P. (2018). It?s a SNAP: Automated Generation of High-accuracy Interatomic Potentials Using Quantum Data [Conference Poster]. https://www.osti.gov/biblio/1501988

van Bloemen Waanders, B.G., Hart, J.L., & Hart, J.L. (2018). Sensitivity Analysis for Optimal Control [Conference Poster]. https://www.osti.gov/biblio/1501995

Hoekstra, R.J. (2018). Emerging Technologies and Productivity in HPC [Presentation]. https://www.osti.gov/biblio/1501998

Robbins, J. (2018). Material-aware Topology Optimization [Conference Poster]. https://www.osti.gov/biblio/1501992

Plimpton, S.J., Perez, D., Voter, A., & Voter, A. (2018). Parallel Algorithms for Hyperdynamics in LAMMPS [Conference Poster]. https://www.osti.gov/biblio/1501994

Salloum, M., Johnson, K.L., Bishop, J.E., van Bloemen Waanders, B.G., Karlson, K.N., Beresh, S.J., & Beresh, S.J. (2018). Alpert Wavelets for Data Analysis: Compression and Optimization [Conference Poster]. https://www.osti.gov/biblio/1505033

Blume-Kohout, R.J., Proctor, T.J., Rudinger, K.M., Young, K.C., Sarovar, M., Nielsen, E., & Nielsen, E. (2018). Detecting Drift Change and Context Dependence in Qubit Experiments [Conference Poster]. https://www.osti.gov/biblio/1501987

McGregor, D.A.O., Robinson, A.C., & Robinson, A.C. (2018). Improving the fidelity of simulations of power flow and target design on Sandia's Z machine - an Efficient Generalized Ohm's Law Modeling Approach in a Traditional Lagrangian-Eulerian Computational Framework [Presentation]. https://www.osti.gov/biblio/1500197

Siirola, J.D. (2018). Power Systems Process Systems and Equation-Oriented Optimization [Presentation]. https://www.osti.gov/biblio/1500202

Bachman, W.B. (2018). Maturing the ARM Software Ecosystem for U.S. DOE/ASC Supercomputing [Conference Poster]. https://www.osti.gov/biblio/1500191

Spotz, W.F. (2018). The Trilinos and Albany Projects: An object-oriented software framework for the solution of large-scale complex multi-physics engineering problems [Presentation]. https://www.osti.gov/biblio/1500186

Feddema, J.T. (2018). Overview of PSAAP III CS Areas/Exascale [Conference Poster]. https://www.osti.gov/biblio/1500179

Brandt, J.M., Gentile, A.C., Cook, J., Allan, B., Cook, J., Aaziz, O., Tucker, T., Nichamon, N., Taerat, N., Ates, E., Tuncer, O., Egele, M., Turk, A., Coskun, A., & Coskun, A. (2018). Runtime HPC System and Application Performance Assessment and Diagnostics [Conference Poster]. https://www.osti.gov/biblio/1500155

Moussa, J.E., Baczewski, A.D., & Baczewski, A.D. (2018). Localized and Randomized Algorithms for Electronic Structure [Conference Poster]. https://www.osti.gov/biblio/1500151

Crossno, P.J. (2018). Challenges in Visual Analysis of Ensembles. IEEE Computer Graphics and Applications, 38(2), pp. 122-131. https://doi.org/10.1109/MCG.2018.021951640

Aimone, J.B. (2018). A direct application of neuromorphic computing to numerical computing [Conference Poster]. https://www.osti.gov/biblio/1500150

Plews, J.A., Crane, N.K., de Frias, G., Lesan, S., Littlewood, D.J., Merewether, M.T., Mosby, M.D., Pierson, K.H., Porter, V.L., Shelton, T.R., Thomas, J.D., Tupek, M.R., Veilleux, M.G., Xavier, P.G., & Xavier, P.G. (2018). Sierra/SolidMechanics 4.48 Verification Tests Manual. https://doi.org/10.2172/1426403

Deride Silva, J.A., Watson, J., & Watson, J. (2018). Optimization under Stochastic Ambiguity for Resilient Infrastructure Systems [Conference Poster]. https://www.osti.gov/biblio/1572449

Kolla, H., Aditya, K., Rai, P., Kolda, T.G., Davis, W.L., & Davis, W.L. (2018). Higher Order Joint Moment Tensor Decomposition [Conference Poster]. https://www.osti.gov/biblio/1499845

Nicholson, B.L., Biegler, L., Eslick, J., Ghouse, J., Laird, C., Lee, A., Siirola, J.D., Thierry, D., & Thierry, D. (2018). Dynamic Optimization of Advanced Energy Systems [Conference Poster]. https://www.osti.gov/biblio/1499844

Cangi, A., Jensen, D.S., Baczewski, A.D., & Baczewski, A.D. (2018). First-principles Stopping Power in Warm Dense Matter [Conference Poster]. https://www.osti.gov/biblio/1499239

Jensen, D.S., Baczewski, A.D., Cangi, A., Hansen, S.B., & Hansen, S.B. (2018). Optical conductivity of magnetized warm dense matter using time-dependent density functional theory [Conference Poster]. https://www.osti.gov/biblio/1499237

Staid, A. (2018). The Many Roles of Data Analysis in Planning for Hurricane Impacts [Conference Poster]. https://www.osti.gov/biblio/1499235

Zhang, Y., Tuncer, O., Kaplan, F., Olcoz, K., Leung, V.J., Coskun, A.K., & Coskun, A.K. (2018). Level-Spread: A New Job Allocation Policy for Dragonfly Networks [Conference Poster]. https://doi.org/10.1109/IPDPS.2018.00121

Rajamanickam, S., Kim, K., Bradley, A.M., Deveci, M., Trott, C.R., Hammond, S., & Hammond, S. (2018). Vector-friendly Batched BLAS and LAPACK Kernels : Design and Applications [Conference Poster]. https://www.osti.gov/biblio/1499085

Aditya, K., Kolla, H., Ling, J., Kegelmeyer, W.P., Dunlavy, D.M., Shead, T.M., Davis, W.L., & Davis, W.L. (2018). EVENT DETECTION IN MULTI-VARIATE SCIENTIFIC SIMULATIONS USING FEATURE ANOMALY METRICS [Conference Poster]. https://www.osti.gov/biblio/1499084

Jacobson, N.T. (2018). Designing for strain in silicon quantum dot devices [Conference Poster]. https://www.osti.gov/biblio/1498821

Boman, E.G., Chen, C., Darve, E., Rajamanickam, S., Tuminaro, R.S., & Tuminaro, R.S. (2018). A Hierarchical Low-Rank Solver for Sparse Linear Systems and Its Variations [Conference Poster]. https://www.osti.gov/biblio/1498648

Swiler, L.P. (2018). Women in Data Science 2018 [Conference Poster]. https://www.osti.gov/biblio/1498647

Toth, A.R., Pawlowski, R., Bartlett, R., & Bartlett, R. (2018). Leveraging Kokkos/Tpetra for Performance Portability in the Thyra Abstraction Layer [Conference Poster]. https://www.osti.gov/biblio/1498645

Newton, B.D., Bachman, W.B., Valicka, C.G., Wilson, A.T., & Wilson, A.T. (2018). Subtrajectorization: Efficiently Sub-dividing the Paths of Moving Objects for Better Analysis [Conference Poster]. https://www.osti.gov/biblio/1498635

Markosyan, A., Bettencourt, M.T., Moore, C.H., & Moore, C.H. (2018). METHOD OF MANUFACTURED SOLUTIONS FOR VERIFICATION OF PARTICLE-IN-CELL SIMULATIONS [Conference Poster]. https://www.osti.gov/biblio/1498633

Darling, M.C., Stracuzzi, D.J., Chen, M.G., & Chen, M.G. (2018). Uncertainty Propagation In Multilayer Analysis [Conference Poster]. https://www.osti.gov/biblio/1498629

Boman, E.G., Deveci, M., Devine, K., Rajamanickam, S., Wolf, M., & Wolf, M. (2018). ExaGraph at Sandia: Graph Coloring Clustering and Partitioning for Exascale Computing [Presentation]. https://www.osti.gov/biblio/1498627

Deveci, M., Wolf, M., Berry, J., Rajamanickam, S., Boman, E.G., Trott, C.R., Hammond, S., Olivier, S.L., & Olivier, S.L. (2018). Multi-threaded Sparse Matrix Matrix Multiplication with Applications in Scientific Computing and Graph Analytics [Conference Poster]. https://www.osti.gov/biblio/1498626

Mitchell, J.A. (2018). A local/nonlocal plasticity model for upscaling microstructural effects [Conference Poster]. https://www.osti.gov/biblio/1505276

Mayr, M., Pasini, M.L., Berger-Vergiat, L., Tuminaro, R.S., & Tuminaro, R.S. (2018). A non-invasive matrix-based multigrid scheme for partially structured grids [Conference Poster]. https://www.osti.gov/biblio/1505279

Trott, C.R., Lopez, G., Shipman, G., & Shipman, G. (2018). Kokkos User Support Infrastructure WBS STPM12 Milestone 2. https://doi.org/10.2172/1426404

Portone, T., Niederhaus, J.H.J., Sanchez, J.J., Swiler, L.P., & Swiler, L.P. (2018). Application of Bayesian Model Selection for Metal Yield Models using ALEGRA and Dakota. https://doi.org/10.2172/1423930

Blume-Kohout, R.J., Scholten, T.L., & Scholten, T.L. (2018). Behavior of the maximum likelihood in quantum state tomography. New Journal of Physics, 20. https://doi.org/10.1088/1367-2630/aaa7e2

Huan, X., Safta, C., Sargsyan, K., Geraci, G., Eldred, M., Vane, Z.P., Lacaze, G., Oefelein, J., Najm, H.N., & Najm, H.N. (2018). Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations. AIAA Journal, 56(3), pp. 1170-1184. https://doi.org/10.2514/1.J056278

Lehoucq, R.B., Rowe, S., Narcowich, F.J., Ward, J.D., & Ward, J.D. (2018). A meshless Galerkin method for non-local diffusion using localized kernel bases. Mathematics of Computation, 87(313), pp. 2233-2258. https://doi.org/10.1090/mcom/3294

Scholten, T.L. (2018). Machine Learning of Noise in Single-Qubit Hardware [Conference Poster]. https://www.osti.gov/biblio/1498208

Scholten, T.L., Blume-Kohout, R.J., & Blume-Kohout, R.J. (2018). Behavior of the maximum likelihood in quantum state tomography. New Journal of Physics, 20(2). https://doi.org/10.1088/1367-2630/aaa7e2

Alleman, C., Bachman, W.B., Mota, A., Lim, H., Littlewood, D.J., & Littlewood, D.J. (2018). Concurrent multiscale modeling of microstructural effects on localization behavior in finite deformation solid mechanics. Computational Mechanics, 61(1-2), pp. 207-218. https://doi.org/10.1007/s00466-017-1481-5

Debenedictis, E. (2018). A Future with Quantum Machine Learning. Computer, 51(2), pp. 68-71. https://doi.org/10.1109/mc.2018.1451646

Trott, C.R., Edwards, H.C., Ibanez-Granados, D.A., Sunderland, D., Bova, S.W., Labreche, D.A., Ellingwood, N.D., & Ellingwood, N.D. (2018). Kokkos Programming Model [Conference Poster]. https://www.osti.gov/biblio/1513693

Hemmert, K.S., Bair, R., Bhatele, A., Groves, T., Hammond, S., Jain, N., Levenhagen, M., Mubarak, M., Pakin, S., Ross, R., Wilke, J., & Wilke, J. (2018). Interconnect Working Group [Conference Poster]. https://www.osti.gov/biblio/1513694

Silling, S.A. (2018). Nonlocal waves in continuous media [Presentation]. https://www.osti.gov/biblio/1498615

Slota, G., Rajamanickam, S., & Rajamanickam, S. (2018). Experimental Design of Work Chunking for Graph Algorithms on High Bandwidth Memory Architectures [Conference Poster]. https://doi.org/10.1109/IPDPS.2018.00097

Cook, J. (2018). PIMS: Memristor-Based Processing-in-Memory-and-Storage. https://doi.org/10.2172/1424888

Bachman, W.B. (2018). Shapes: The Next Frontier of Data Mining [Conference Poster]. https://www.osti.gov/biblio/1498610

Singh, B., Watson, J., & Watson, J. (2018). CHANCE-CONSTRAINEDOPTIMIZATION FOR RESILIENT CRITICAL INFRASTRUCTURE [Conference Poster]. https://www.osti.gov/biblio/1498606

Overfelt, J.R., Howard, M., Bradley, A.M., Bova, S.W., Fisher, T.C., Wagnild, R.M., Dinzl, D.J., Hoemmen, M.F., & Hoemmen, M.F. (2018). Performance Portability in SPARC [Conference Poster]. https://www.osti.gov/biblio/1498603

Wood, M.A., Thompson, A.P., & Thompson, A.P. (2018). Linear Scaling Quantum-Accurate Interatomic Potentials with SNAP; Accessing those ?hard-to-reach? places in Classical Molecular Dynamics [Conference Poster]. https://www.osti.gov/biblio/1498602

Hughes, C., Awad, A., Hammond, S., Rodrigues, A., Hemmert, K.S., Hoekstra, R.J., & Hoekstra, R.J. (2018). Analyzing Exascale Memory Architectures Using the SST Toolkit [Conference Poster]. https://www.osti.gov/biblio/1498599

Laird, C. (2018). MINLP formulation and solution strategies for network- constrained unit commitment with nonlinear AC models [Conference Poster]. https://www.osti.gov/biblio/1495750

Wolf, M., Dunlavy, D.M., Lehoucq, R.B., Berry, J., Bourgeois, D., & Bourgeois, D. (2018). TriData: High Performance Linear Algebra-Based Data Analytics [Conference Poster]. https://www.osti.gov/biblio/1497538

Peterson, M.G., Stracuzzi, D.J., & Stracuzzi, D.J. (2018). UQ Pipeline for Seismic Onset Detection [Conference Poster]. https://www.osti.gov/biblio/1497535

Safta, C., Jakeman, J.D., Ghanem, R., & Ghanem, R. (2018). Scalable Uncertainty Quantification: Exploiting Structure in Models and Data [Presentation]. https://www.osti.gov/biblio/1497534

Rajamanickam, S. (2018). ShyLU and Kokkoskernels [Conference Poster]. https://www.osti.gov/biblio/1498199

Maurer, L.N., Gamble, J., Tracy, L.A., Lu, T., & Lu, T. (2018). Designing Nanomagnet Arrays for an Engineered Spin-Orbit Gap in Si [Conference Poster]. https://www.osti.gov/biblio/1497228

Valentin, M.A., Voth, T.E., Clark, B.W., Robbins, J., & Robbins, J. (2018). GPU Accelerated Topology Optimization with Plato/Alexa [Conference Poster]. https://www.osti.gov/biblio/1575331

Lin, P.T., Shadid, J.N., Phillips, E., Pawlowski, R., Cyr, E.C., & Cyr, E.C. (2018). Scalable Newton-Krylov-AMG-based preconditioners for implicit continuum plasma simulations [Conference Poster]. https://www.osti.gov/biblio/1575328

Scholten, T.L. (2018). High-Accuracy Classification of Single-Qubit Noise via Machine Learning [Conference Poster]. https://www.osti.gov/biblio/1513743

Frees, A., Gamble, J.K., Ward, D.R., Blume-Kohout, R.J., Eriksson, M.A., & Eriksson, M.A. (2018). Compressed Optimization of Device Architectures (CODA) for Semiconductor Quantum Devices [Conference Poster]. https://www.osti.gov/biblio/1572445

Tuncer, O., Ates, E., Zhang, Y., Turk, A., Brandt, J.M., Leung, V.J., Egele, M., Coskun, A.K., & Coskun, A.K. (2018). Detection and Diagnosis of Performance Variations [Presentation]. https://www.osti.gov/biblio/1497230

Gittinger, J., Martin, S., Sielicki, M., Letter, M., Hunt, W.L., Crossno, P.J., & Crossno, P.J. (2018). VideoSwarm: Interactive Visualization of Simulation Video Ensembles [Conference Poster]. https://www.osti.gov/biblio/1505024

Clausen, J., Brunini, V., Forster, C., Noble, D.R., Hoemmen, M.F., Hammond, S., Trott, C.R., & Trott, C.R. (2018). Threaded Assembly in Aria Expressions [Conference Poster]. https://www.osti.gov/biblio/1495764

Brandt, J.M., Hammond, S., Tucker, T., Gentile, A.C., Cook, J., & Cook, J. (2018). Continuous Performance Tracking for Kokkos Applications Using LDMS [Presentation]. https://www.osti.gov/biblio/1495760

Scholten, T.L. (2018). On the edge: Geometry model selection and quantum compressed sensing [Presentation]. https://www.osti.gov/biblio/1495757

Hammond, S., Trott, C.R., Ibanez-Granados, D.A., Edwards, H.C., Sunderland, D., Ellingwood, N.D., Brandt, J.M., Gentile, A.C., Cook, J., Hoekstra, R.J., & Hoekstra, R.J. (2018). Enhanced Profiling for Kokkos Applications [Conference Poster]. https://www.osti.gov/biblio/1495756

Valentin, M.A. (2018). Large scale synthesis optimization with parameter uncertainty [Conference Poster]. https://www.osti.gov/biblio/1495785

Kalinina, E.A., Gordon, N., Ammerman, D.J., Uncapher, W.L., Saltzstein, S.J., Wright, C., & Wright, C. (2018). RESULTS AND CORRELATIONS FROM ANALYSES OF THE ENSA ENUN 32P CASK TRANSPORT TESTS [Conference Poster]. https://doi.org/10.1115/PVP2018-84763

Bureau-Oxtron, C., Luhman, D.R., Jacobson, N.T., Ward, D.R., Anderson, J.M., Wendt, J.R., Pluym, T., Lilly, M.P., Pioro-Ladriere, M., Carroll, M.S., & Carroll, M.S. (2018). Generalized model for tuning tunnel rates in a silicon quantum dot [Conference Poster]. https://www.osti.gov/biblio/1495781

Trott, C.R. (2018). Kokkos: Hierarchical Parallelism [Conference Poster]. https://www.osti.gov/biblio/1495790

Phipps, E.T., Kolda, T.G., & Kolda, T.G. (2018). Tensor Decompositions on Emerging Manycore Hardware with Genten and Kokkos [Conference Poster]. https://www.osti.gov/biblio/1495746

Hammond, S., Vaughan, C.T., Dinge, D., Lin, P.T., Benner, R.E., Hughes, C., Trott, C.R., Cook, J., Hoekstra, R.J., & Hoekstra, R.J. (2018). Sandia ATDM Performance Execution Tools & Analysis [Conference Poster]. https://www.osti.gov/biblio/1513723

Aimone, J.B., Severa, W., & Severa, W. (2018). Context-modulation of hippocampal dynamics and deep convolutional networks [Conference Poster]. https://www.osti.gov/biblio/1513733

Roach, R.A., Jared, B.H., Cook, A.W., Keicher, D., van Bloemen Waanders, B.G., Swiler, L.P., Seidl, D.T., Wildey, T., Whetten, S.R., & Whetten, S.R. (2018). Born Qualified EAB Telecon [Presentation]. https://www.osti.gov/biblio/1514821

Morton, D., Santoso, S., Singh, B., & Singh, B. (2018). An Adaptive Model with Joint Chance Constraints for a Hybrid Wind-Conventional Generator System [Conference Poster]. https://www.osti.gov/biblio/1513732

Olivier, S.L. (2018). Memory Management Extensions for OpenMP 5.0 [Presentation]. https://www.osti.gov/biblio/1514815

Edwards, H.C. (2018). Kokkos Task-DAG Parallelism [Presentation]. https://www.osti.gov/biblio/1514820

Rudinger, K.M., Sarovar, M., Langharst, D., Proctor, T.J., Young, K.C., Nielsen, E., Blume-Kohout, R.J., & Blume-Kohout, R.J. (2018). Classifying and diagnosing crosstalk in quantum information processors [Conference Poster]. https://www.osti.gov/biblio/1513744

Hammond, S., Hughes, C., Awad, A., Voskuilen, G.R., Rodrigues, A., Hemmert, K.S., Levenhagen, M., Hoekstra, R.J., & Hoekstra, R.J. (2018). SST Simulation Framework (and Complex Memory) [Conference Poster]. https://www.osti.gov/biblio/1513754

Fekete, S.P., Huang, K., Mitchell, J.S.B., Parekh, O., Phillips, C.A., & Phillips, C.A. (2018). Geometric Hitting Set for Segments of Few Orientations. Theory of Computing Systems, 62(2), pp. 268-303. https://doi.org/10.1007/s00224-016-9744-7

Voskuilen, G.R. (2018). Analyzing the performance of future memory architectures with SST [Presentation]. https://www.osti.gov/biblio/1513905

Rajamanickam, S., Deveci, M., Kim, K., Trott, C.R., & Trott, C.R. (2018). KokkosKernels Overview [Conference Poster]. https://www.osti.gov/biblio/1513718

Moreland, K. (2018). The Difficulties and Indispensability of In Situ Visualization [Presentation]. https://www.osti.gov/biblio/1514812

Trott, C.R. (2018). Kokkos: The C++ Performance Portability Programming Model [Conference Poster]. https://www.osti.gov/biblio/1513719

Bachman, W.B., Siefert, C., Hu, J.J., & Hu, J.J. (2018). Trilinos Performance on Knights Landing [Conference Poster]. https://www.osti.gov/biblio/1495773

Lu, T., Li, J., Liu, C.W., Chuang, Y., Huang, S., Su, Y., Laroche, D., Tracy, L.A., Harris, C.T., Maurer, L.N., Gamble, J., & Gamble, J. (2018). SiGe-based quantum electronic devices [Presentation]. https://www.osti.gov/biblio/1495788