Publications

Younge, A.J. (2018). Leveraging Containerization for DevOps with Sandia's HPC Workloads [Presentation]. https://www.osti.gov/biblio/1569528

Dosanjh, M.G.F. (2018). The Upcoming Storm: The Implications of Increasing Core Count on Scalable System Software [Conference Poster]. https://www.osti.gov/biblio/1569529

Chance, F.S., Warrender, C., & Warrender, C. (2018). Retinal Motion-Detection Under Noisy Conditions [Conference Poster]. https://www.osti.gov/biblio/1569533

Silling, S.A. (2018). Modeling microstructure and defects with peridynamics [Conference Poster]. https://www.osti.gov/biblio/1569806

Younge, A.J., Bachman, W.B., & Bachman, W.B. (2018). HPC at Sandia: Exploring the Virtualization and Containerization of ARM64 Processors for Future HPC Workloads [Conference Poster]. https://www.osti.gov/biblio/1569418

Safta, C., Huan, X., Najm, H.N., Sargsyan, K., Eldred, M., Geraci, G., & Geraci, G. (2018). Adaptive Sparse Quadrature for Multifidelity Scramjet Simulations [Conference Poster]. https://www.osti.gov/biblio/1569685

Hughes, C., Vaughan, C.T., Hammond, S., & Hammond, S. (2018). Evaluating the Intel Skylake Xeon Processor for HPC Workloads [Conference Poster]. https://www.osti.gov/biblio/1570176

Rodgers, T., Mitchell, J.A., Madison, J., & Madison, J. (2018). Monte Carlo Simulation of Polycrystalline Additive Manufacturing Microstructures [Conference Poster]. https://www.osti.gov/biblio/1882035

Naugle, A.B., Lakkaraju, K., Verzi, S.J., Swiler, L.P., Romero, V., Bernard, M., & Bernard, M. (2018). A Multi-tiered Complexity Metric [Conference Poster]. https://www.osti.gov/biblio/1570180

Jakeman, J.D., Butler, T., Eldred, M., Geraci, G., Gorodetsky, A., Wildey, T., & Wildey, T. (2018). Adaptive multi-index collocation for quantifying uncertainty [Conference Poster]. https://www.osti.gov/biblio/1806541

Schrum, P. (2018). Categorizing Trajectory Subsegments [Presentation]. https://www.osti.gov/biblio/1806760

Littlewood, D.J., Perez, J., Tupek, M.R., Lester, B., & Lester, B. (2018). Multiscale Solid Mechanics on Next-Generation Computing Hardware [Conference Poster]. https://www.osti.gov/biblio/1806691

Clausen, J., Brunini, V., Hoemmen, M.F., Noble, D.R., Trott, C.R., & Trott, C.R. (2018). Migrating a production multiphysics finite element code to next-generation and heterogeneous architectures using the Kokkos abstraction layer [Conference Poster]. https://www.osti.gov/biblio/1571203

Moore, S.G., Fuller, T.J., & Fuller, T.J. (2018). SPARTA Kokkos: A Massively Parallel and Multithreaded DSMC Code [Conference Poster]. https://www.osti.gov/biblio/1876738

Perez, J., Littlewood, D.J., Bennett, J., Hollman, D.S., Lifflander, J., Wilke, J., & Wilke, J. (2018). An Asynchronous Task-Based Parallelization Strategy for Multiscale Solid Mechanics [Conference Poster]. https://www.osti.gov/biblio/1806687

Robbins, J. (2018). Leveraging GPUs and the Multiple-Program Multiple-Data (MPMD) Computing Model to Enable Material-Aware Topology Optimization [Conference Poster]. https://www.osti.gov/biblio/1806726

Ibanez-Granados, D.A. (2018). Kokkos Tutorial July 2018 Ibanez slides [Presentation]. https://www.osti.gov/biblio/1806774

Brooks, W.A., Dunlavy, D.M., Galasso, J., Howerter, C.M., Jacobs, N., Lai, C.F., & Lai, C.F. (2018). Applying Natural Language Processing (NLP) to RF Signal Patterns [Conference Poster]. https://www.osti.gov/biblio/1573955

Yasar, A., Rajamanickam, S., Wolf, M., Berry, J., Catalyurek, U., & Catalyurek, U. (2018). Fast Triangle Counting Using Cilk [Conference Poster]. https://doi.org/10.1109/HPEC.2018.8547563

Chen, M.G., Stracuzzi, D.J., Darling, M.C., & Darling, M.C. (2018). A Mathematical Framework for Uncertainty Quantification in Multimodal Image Analysis via Probabilistic Clustering Models [Conference Poster]. https://www.osti.gov/biblio/1575046

Gastelum, Z.N., Shead, T.M., & Shead, T.M. (2018). Using Deep Learning to Classify Open Source Imagery [Presentation]. https://www.osti.gov/biblio/1575157

Owen, S.J., Shead, T.M., Martin, S., & Martin, S. (2018). Automated Simulation Model Preparation with Machine Learning [Conference Poster]. https://www.osti.gov/biblio/1806719

van Bloemen Waanders, B.G. (2018). Optimal Control of the Laser Melting Process using Risk Averse Optimization [Conference Poster]. https://www.osti.gov/biblio/1806749

Rajamanickam, S., Deveci, M., Kim, K., Ellingwood, N.D., Trott, C.R., Hu, J.J., & Hu, J.J. (2018). KokkosKernels Overview [Conference Poster]. https://www.osti.gov/biblio/1574269

Peterson, K., Bochev, P., Kuberry, P., & Kuberry, P. (2018). Explicit Partitioned Methods for Interface Coupling [Conference Poster]. https://www.osti.gov/biblio/1574283

Tuminaro, R.S., Wiesner, T., Cyr, E.C., Shadid, J.N., & Shadid, J.N. (2018). Monolithic Multigrid for Multiphysics Applications Arising from Resistive MHD [Conference Poster]. https://www.osti.gov/biblio/1574277

Crossno, P.J. (2018). Slycat? VideoSwarm MLDL Workshop [Conference Poster]. https://www.osti.gov/biblio/1571196

Mitchell, S.A., Ebeida, M., Awad, M.A., Park, C., Patney, A., Rushdi, A.A., Swiler, L.P., Manocha, D., Wei, L.Y., & Wei, L.Y. (2018). Spoke-darts for high-dimensional blue-noise sampling [Conference Poster]. ACM Transactions on Graphics. https://doi.org/10.1145/3194657

Bureau-Oxton, C., Harvy-Collard, P., Jacobson, N.T., Jock, R.M., Srinivasa, V., Mounce, A.M., Ward, D.R., Anderson, J.M., Manginell, R., Wendt, J.R., Pluym, T., Lilly, M.P., Luhman, D.R., Pioro-Ladriere, M., Carroll, M.S., & Carroll, M.S. (2018). AC controlled spin-orbit qubits [Conference Poster]. https://www.osti.gov/biblio/1806696

Cyr, E.C. (2018). The EMPIRE Code Suite: Status [Conference Poster]. https://www.osti.gov/biblio/1571871

Rajamanickam, S., Wolf, M., & Wolf, M. (2018). Exalearn: Plans for Proxy applications and Performance Portabili [Conference Poster]. https://www.osti.gov/biblio/1574261

Beckwith, K., Bond, S.D., Granzow, B.N., Jennings, C.A., Martin, M.R., Porwitzky, A., Stagg, A.K., Voth, T.E., & Voth, T.E. (2018). Development of the Flexo XMHD Code [Conference Poster]. https://www.osti.gov/biblio/1575114

Cyr, E.C. (2018). Scalable Methods for Scientific Machine Learning [Conference Poster]. https://www.osti.gov/biblio/1575119

Saavedra, G., Dunlavy, D.M., & Dunlavy, D.M. (2018). Static Source Code Analysis Using Neural Networks [Conference Poster]. https://www.osti.gov/biblio/1575163

Cook, J., Aaziz, O., Cook, J., Juedeman, T., Vaughan, C.T., & Vaughan, C.T. (2018). A Methodology for Characterizing the Correspondence Between Real and Proxy Applications [Conference Poster]. https://www.osti.gov/biblio/1806777

Lacy, S.W., Plimpton, S.J., & Plimpton, S.J. (2018). Open Source Software for HPC. https://doi.org/10.2172/1462820

Younge, A.J., Bachman, W.B., Bachman, W.B., Hammond, S., & Hammond, S. (2018). Vanguard Astra - Petascale ARM Platform for U.S. DOE/ASC Supercomputing [Conference Poster]. https://www.osti.gov/biblio/1572750

Severa, W., Vineyard, C.M., Dellana, R., Aimone, J.B., & Aimone, J.B. (2018). Whetstone: An Accessible Platform-Independent Method for Training Spiking Deep Neural Networks for Neuromorphic Processors [Conference Poster]. https://www.osti.gov/biblio/1806670

Silling, S.A. (2018). Peridynamic models for complex materials [Conference Poster]. https://www.osti.gov/biblio/1806705

Trask, N.A., Perego, M., Bochev, P., & Bochev, P. (2018). Discretely conservative meshfree schemes for conservation laws [Conference Poster]. https://www.osti.gov/biblio/1806699

Vaughan, C.T., Cook, J., Benner, R.E., Dinge, D., Lin, P.T., Hughes, C., Hoekstra, R.J., Hammond, S., & Hammond, S. (2018). On the Use of Vectorization in Production Engineering Workloads [Conference Poster]. https://www.osti.gov/biblio/1574255

Broadman, C., Punla-Green, S.Z., Rojas, E.F., & Rojas, E.F. (2018). A Priori Methods to Assess the Strength of Nonlinearities for Design Applications [Conference Poster]. https://www.osti.gov/biblio/1574416

Perego, M., Bochev, P., Trask, N.A., Bosler, P.A., Kuberry, P., Peterson, K., & Peterson, K. (2018). Advances in the Approximation Theory for Functional Reconstructions Using GMLS and Applications to Meshless Discretization of Differential Equations [Conference Poster]. https://www.osti.gov/biblio/1573545

Littlewood, D.J., Foster, J., Seleson, P., & Seleson, P. (2018). Computational Peridynamics [Conference Poster]. https://www.osti.gov/biblio/1806692

Linz, W. (2018). Optimal Power Flow Problems and PTDFs [Presentation]. https://www.osti.gov/biblio/1806761

Bond, S.D., Baczewski, A.D., & Baczewski, A.D. (2018). Simulating Solutions to the Generalized Langevin Equation using LAMMPS [Conference Poster]. https://www.osti.gov/biblio/1569416

Lin, P.T., Shadid, J.N., Phillips, E., Pawlowski, R., Cyr, E.C., & Cyr, E.C. (2018). Performance of AMG-based preconditioners for fully-coupled Newton-Krylov methods for implicit continuum plasma simulations [Conference Poster]. https://www.osti.gov/biblio/1806727

Roberts, N.V., Keith, B., & Keith, B. (2018). Camellia For DPG and Other Finite Element Methods - New(er) Capabilities and Plans [Conference Poster]. https://www.osti.gov/biblio/1806678

Thompson, A.P., Wood, M.A., & Wood, M.A. (2018). Extending the accuracy of the SNAP interatomic potential form. Journal of Chemical Physics, 148(24). https://doi.org/10.1063/1.5017641

mc Jones, E., Carroll, J.D., Karlson, K.N., Kramer, S., Lehoucq, R.B., Reu, P.L., Turner, D.Z., & Turner, D.Z. (2018). Parameter covariance and non-uniqueness in material model calibration using the Virtual Fields Method. Computational Materials Science, 152(C), pp. 268-290. https://doi.org/10.1016/j.commatsci.2018.05.037

Hu, J.J., Thomas, S., Dohrmann, C.R., Ananthan, S., Domino, S.P., Williams, A.B., Sprague, M., & Sprague, M. (2018). Decrease time-to-solution through improved linear-system setup and solve (Milestone Report). https://doi.org/10.2172/1528847

Liu, J., Bynum, M., Castillo, A., Watson, J., Laird, C., & Laird, C. (2018). A multitree approach for global solution of ACOPF problems using piecewise outer approximations. Computers and Chemical Engineering, 114(C), pp. 145-157. https://doi.org/10.1016/j.compchemeng.2017.10.018

Nicholson, B.L., Siirola, J.D., & Siirola, J.D. (2018). A framework for modeling and optimizing dynamic systems under uncertainty. Computers and Chemical Engineering, 114, pp. 81-88. https://doi.org/10.1016/j.compchemeng.2017.11.003

Voskuilen, G.R., Gimenez, A., Peng, I., Moore, S., Gokhale, M., & Gokhale, M. (2018). Milestone M1 Report: HBM2/3 Evaluation on Many-core CPU WBS 2.4, Milestone ECP-MT-1000. https://doi.org/10.2172/1455354

Kouri, D.P., Surowiec, T.M., & Surowiec, T.M. (2018). Existence and Optimality Conditions for Risk-Averse PDE-Constrained Optimization. SIAM/ASA Journal on Uncertainty Quantification, 6(2), pp. 787-815. https://doi.org/10.1137/16M1086613

Schonbein, W., Dosanjh, M.G.F., Grant, R., Bridges, P., & Bridges, P. (2018). Measuring Multithreaded Message Matching Misery [Conference Poster]. https://doi.org/10.1007/978-3-319-96983-1_34

Klise, K.A., Laird, C., Hart, D., Nicholson, B.L., Bynum, M., Murray, R., & Murray, R. (2018). Open source software packages developed at Sandia National Laboratories and their use in water distribution system analysis [Conference Poster]. https://www.osti.gov/biblio/1526124

Baczewski, A.D. (2018). Making theory work for experiment: Time-dependent density functional theory in the warm dense regime [Presentation]. https://www.osti.gov/biblio/1526802

Dunlavy, D.M. (2018). Scalable Tensor Factorizations on Multiple Architectures [Conference Poster]. https://www.osti.gov/biblio/1526817

Mabuza, S., Shadid, J.N., Kuzmin, D., Lohmann, C., & Lohmann, C. (2018). High order AFC algorithms based on Bernstein FE for nonlinear hyperbolic systems [Conference Poster]. https://www.osti.gov/biblio/1526445

Abdelkader, A., Bajaja, C.L., Ebeida, M., Mahmoud, A.H., Mitchell, S.A., Owens, J.D., Rushdi, A.A., & Rushdi, A.A. (2018). Sampling Conditions for Conforming Voronoi Meshing by the VoroCrust Algorithm. LIPIcs-Leibniz International Proceedings in Informatics, 99, pp. 1-1. https://doi.org/10.4230/LIPIcs.SoCG.2018.1

Abdelkader, A., Bajaj, C.L., Ebeida, M., Mahmoud, A.H., Mitchell, S.A., Owens, J.D., Rushdi, A.A., & Rushdi, A.A. (2018). VoroCrust illustrated: Theory and challenges [Conference Poster]. Leibniz International Proceedings in Informatics, LIPIcs. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85048990576&origin=inward

Mazumdar, A., van Bloemen Waanders, B.G., Bond, S.D., Nemer, M., & Nemer, M. (2018). Remote Distributed Vibration Sensing Through Opaque Media Using Permanent Magnets. IEEE Transactions on Magnetics, 54(6). https://doi.org/10.1109/TMAG.2018.2816578

Debenedictis, E. (2018). Accelerated architectures create programming opportunities. Computer, 51(6), pp. 82-85. https://doi.org/10.1109/MC.2018.2701625

Parekh, O. (2018). Quantum Optimization Algorithms [Presentation]. https://www.osti.gov/biblio/1526360

Peterson, K., Bochev, P., Kuberry, P., & Kuberry, P. (2018). Explicit Partitioned Methods for Interface Coupling [Conference Poster]. https://www.osti.gov/biblio/1526419

Berry, J., Butcher, N., Olivier, S.L., Hammond, S., Kogge, P., & Kogge, P. (2018). Optimizing for KNL Usage Models When Data Doesn't Fit in MCDRAM [Conference Poster]. https://www.osti.gov/biblio/1526368

Shadid, J.N. (2018). Towards Algebraic Flux Correction Methods for Continuum Multifluid Electromagnetic Plasma Models [Conference Poster]. https://www.osti.gov/biblio/1525933

Kuberry, P., Bochev, P., Peterson, K., & Peterson, K. (2018). A VIRTUAL CONTROL MESH-FREE COUPLING METHOD FOR NON-COINCIDENT INTERFACES [Conference Poster]. https://www.osti.gov/biblio/1525927

Singh, B., Watson, J., & Watson, J. (2018). Approximating Two-Stage Chance-Constrained Programs with Classical Probability Bounds [Conference Poster]. https://doi.org/10.1007/s11590-019-01387-z

Klise, K.A., Laky, D., Laird, C., Burkhardt, J., Murray, R., Haxton, T., & Haxton, T. (2018). Evaluating Network Coverage Metrics over Regulatory Sampling Regimen [Conference Poster]. https://www.osti.gov/biblio/1526123

Green, S., Vineyard, C.M., Koc, C.K., & Koc, C.K. (2018). Impacts of Mathematical Optimization on Reinforcement Learning [Presentation]. https://www.osti.gov/biblio/1526126

Aguilar, M.J., Bachman, W.B., Bachman, W.B., Hammond, S., & Hammond, S. (2018). Sandia Laboratories Comanche Collaboration (System Administration and Operations) [Conference Poster]. https://www.osti.gov/biblio/1526135

Madison, J., Ivanoff, T., Jared, B.H., Swiler, L.P., Dejong, S.A., Boyce, B.L., Rodelas, J., Salzbrenner, B., & Salzbrenner, B. (2018). Aggregate Presence and Impact of 3D Defect Populations In AM Stainless Steel [Conference Poster]. https://www.osti.gov/biblio/1526367

Bussmann, E., Ohta, T., Scrymgeour, D., Brumbach, M.T., Smith, S., Hjalmarson, H.P., Schultz, P.A., Clem, P., Hopkins, M.M., Moore, C.H., & Moore, C.H. (2018). Workfunction of Pt thin films with disorder [Conference Poster]. https://www.osti.gov/biblio/1526804

Bussmann, E., Ohta, T., Scrymgeour, D., Brumbach, M.T., Smith, S., Hjalmarson, H.P., Schultz, P.A., Clem, P., Hopkins, M.M., Moore, C.H., Berg, M., & Berg, M. (2018). Field emission from Pt thin films with disorder [Conference Poster]. https://www.osti.gov/biblio/1526805

Younge, A.J., Grant, R., Brightwell, R.B., & Brightwell, R.B. (2018). Portals 4: Status of Specification and Implementation [Presentation]. https://www.osti.gov/biblio/1526809

Moreland, K. (2018). Preparations for Exascale Visualization at DOE [Conference Poster]. https://www.osti.gov/biblio/1529772

Klise, K.A., Laird, C., Nicholson, B.L., Staid, A., Woodruff, D.L., & Woodruff, D.L. (2018). Parameter Estimation Uncertainty Quantification and Scenarios [Conference Poster]. https://www.osti.gov/biblio/1529782

Singh, B., Watson, J., & Watson, J. (2018). Approximating Two-Stage Chance-Constrained Programs with Classical Probability Bounds [Conference Poster]. https://doi.org/10.1007/s11590-019-01387-z

Castillo, A., Watson, J., Bynum, M., Laird, C., & Laird, C. (2018). Global Optimization for AC Optimal Power Flow Applications [Conference Poster]. https://www.osti.gov/biblio/1530656

Cartwright, K.L., Christenson, P.J., Powell, T.C., Reynolds, J.M., Pointon, T., Phillips, E., & Phillips, E. (2018). Code Verification of Magnetically Insulated Transmission Lines (MITL) for Power Flow Applications [Conference Poster]. https://www.osti.gov/biblio/1530657

Carnes, B., Weirs, G., Smith, T.M., & Smith, T.M. (2018). Code verification and numerical error estimation for use in model validation of laminar hypersonic double-cone flows [Conference Poster]. https://doi.org/10.2514/6.2019-2175

Siirola, J.D., Rodriguez, J.S., Nicholson, B.L., Zavala, V., Laird, C., & Laird, C. (2018). Parallel Schur-complement and ADMM Decomposition Strategies for Dynamic Optimization Problems [Conference Poster]. https://www.osti.gov/biblio/1529844

Shead, T.M. (2018). Teaching a Machine to Learn [Conference Poster]. https://www.osti.gov/biblio/1529846

Ridzal, D., Cyr, E.C., & Cyr, E.C. (2018). Multigrid-in-time methods for optimization with nonlinear PDE/DAE constraints [Conference Poster]. https://www.osti.gov/biblio/1531095

Moreland, K. (2018). Who Am I?: Kenneth Moreland [Presentation]. https://www.osti.gov/biblio/1529771

Ellingwood, N.D., Trott, C.R., & Trott, C.R. (2018). Lessons Learned: Experiences from Introducing the Kokkos Programming Model into Legacy Codes [Conference Poster]. https://www.osti.gov/biblio/1529789

Bachman, W.B. (2018). Vanguard Program Overview for HPCast [Conference Poster]. https://www.osti.gov/biblio/1529845

Plimpton, S.J. (2018). Quick LAMMPS Overview (part 1) and Current work on new LAMMPS Capabilities (part 2) [Conference Poster]. https://www.osti.gov/biblio/1530933

Plimpton, S.J. (2018). Quick LAMMPS Overview (part 1) and Current work on new LAMMPS Capabilities (part 2) [Conference Poster]. https://www.osti.gov/biblio/1530934

Moreland, K. (2018). ECP Milestone Highlights WBS 2.3.4.13 ECP/VTK-m FY18Q3 [MS-18/05-08] External Surface / Locate / Point Movement STDA05-15 [Presentation]. https://www.osti.gov/biblio/1531127

Valentin, M.A. (2018). Transformative Design Catapult: Biannual Report [Conference Poster]. https://www.osti.gov/biblio/1530938

Milewicz, R.M., Raybourn, E.M., & Raybourn, E.M. (2018). Talk to Me: A Case Study on Coordinating Expertise in Large-Scale Scientific Software Projects [Conference Poster]. https://doi.org/10.1109/eScience.2018.00010

Howard, M., Fisher, T.C., Hoemmen, M.F., Dinzl, D.J., Overfelt, J.R., Bradley, A.M., Kim, K., & Kim, K. (2018). Employing Multiple Levels of Parallelism for CFD at Large Scales on Next Generation High-Performance Computing Platforms [Conference Poster]. https://www.osti.gov/biblio/1531104

Arguello, B., Hart, W.E., Watson, J., & Watson, J. (2018). Modeling Bilevel Programs in Pyomo [Conference Poster]. https://www.osti.gov/biblio/1526125

Mabuza, S., Shadid, J.N., Cyr, E.C., Smith, T.M., Kuzmin, D., & Kuzmin, D. (2018). Algebraic flux correction algorithms in continuous FE schemes for HD & MHD [Conference Poster]. https://www.osti.gov/biblio/1526365

Abdelkader, A., Bajaj, C.L., Ebeida, M., Mahmoud, A.H., Mitchell, S.A., Owens, J.D., Rushdi, A.A., & Rushdi, A.A. (2018). VoroCrust illustrated: Theory and challenges [Conference Poster]. Leibniz International Proceedings in Informatics, LIPIcs. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85048990576&origin=inward

Abdelkader, A., Bajaj, C.L., Ebeida, M.S., Mahmoud, A.H., Mitchell, S.A., Owens, J.D., Rushdi, A.A., & Rushdi, A.A. (2018). Sampling conditions for conforming voronoi meshing by the vorocrust algorithm [Conference Poster]. Leibniz International Proceedings in Informatics, LIPIcs. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85048987919&origin=inward

Liu, J., Su, Q., Moreno, M., Laird, C., Nagy, Z., Reklaitis, G., & Reklaitis, G. (2018). Robust state estimation of feeding–blending systems in continuous pharmaceutical manufacturing. Chemical Engineering Research and Design, 134, pp. 140-153. https://doi.org/10.1016/j.cherd.2018.03.017