Publications

Aksar, B., Zhang, Y., Ates, E., Aaziz, O.R., Schwaller, B., Brandt, J.M., Leung, V.J., Egele, M., & Coskun, A.K. (2021). E2EWatch: End-to-end Anomaly Diagnosis Framework for Production HPC Systems [Conference Presentation]. 10.2172/1891960

Trott, C.R. (2021). Kokkos: An Overview [Presentation]. https://www.osti.gov/biblio/1888461

Bretz-Sullivan, T.M., Brickson, M.I., Foster, N.D., Hutchins-Delgado, T.A., Lewis, R.M., Lu, T.M., Miller, A.J., Srinivasa, V., Tracy, L.A., Wanke, M.C., & Luhman, D.R. (2021). Leveraging Spin-Orbit Coupling in Ge/SiGe Heterostructures for Quantum Information Transfer. 10.2172/1820237

Swiler, L.P. (2021). White paper on Verification and Validation for Cyber Emulation Models. 10.2172/1854720

Trask, N.A., D'Elia, M., Littlewood, D.J., Silling, S., Trageser, J., & Tupek, M.R. (2021). ASCEND: Asymptotically compatible strong form foundations for nonlocal discretization. 10.2172/1820006

Keiter, E.R., Verley, J.C., Thornquist, H.K., Kuberry, P., & Galvan, E. (2021). Xyce Circuit Simulator and Surrogate Modeling [Conference Poster]. 10.2172/1889599

Tomas, I., Shadid, J.N., Crockatt, M.M., Pawlowski, R., Maier, M., & Guermond, J. (2021). Final report of activities for the LDRD-express project #223796 titled: “Fluid models of charged species transport: numerical methods with mathematically guaranteed properties”, PI: Ignacio Tomas, Co-PI: John Shadid. 10.2172/1822320

Talin, A.A., Ellis, S., Bartelt, N.C., Leonard, F., Perez, C., Celio, K., Fuller, E.J., Hughart, D.R., Garland, D., Marinella, M., Michael, J.R., Chandler, D., Young, S.M., Smith, S., & Kumar, S. (2021). Thermal Infrared Detectors: expanding performance limits using ultrafast electron microscopy. 10.2172/1821971

Brandt, J.M., Cook, J., Aaziz, O.R., Allan, B.A., Devine, K., Foulk, J.W., Gentile, A.C., Hammond, S., Kelley, B.M., Lopatina, L., Moore, S.G., Olivier, S.L., Foulk, J.W., Poliakoff, D., Pawlowski, R., Regier, P., Schmitz, M.E., Schwaller, B., Surjadidjaja, V., … Walton, S.P. (2021). Integrated System and Application Continuous Performance Monitoring and Analysis Capability [Presentation]. https://www.osti.gov/biblio/1886175

Jackson, N.D., Gunda, T., Staid, A., & Gilletly, S.D. (2021). Extreme Weather Impacts on Energy Generation [Presentation]. https://www.osti.gov/biblio/1888642

Staid, A. (2021). Long-Term Climate Hazard Risk Assessment to Infrastructure Assets for Decision-Making [Presentation]. https://www.osti.gov/biblio/1887346

Leonard, F., Teeter, C.M., & Vineyard, C.M. (2021). Physics-Based Optical Neuromorphic Classification. 10.2172/1887643

Swiler, L.P., Becker, D., Brooks, D.M., Govaerts, J., Koskinen, L., Plischke, E., Rohlig, K., Saveleva, E., Spiessl, S.M., Stein, E., & Svitelman, V. (2021). Sensitivity Analysis Comparisons on Geologic Case Studies: An International Collaboration. 10.2172/1822591

Kuberry, P., Mei, T., Keiter, E.R., Paskaleva, B.S., Bochev, P.B., & Hanson, J.M. (2021). Xyce Python Model Interpreter (Xyce-PyMi) for enabling ML advancements in production circuit simulation software [Conference Presentation]. 10.2172/1889549

Garg, R., Qin, E., Martinez, F.M., Guirado, R., Jain, A., Abadal, S., Abellan, J.L., Acacio, M.E., Alarcon, E., Rajamanickam, S., & Krishna, T. (2021). Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators. 10.2172/1821960

Christopher, B., Diaz-Ibarra, O.H., Mazeau, E., Gierada, M., Hermes, E., Safta, C., Kim, K., Najm, H.N., Bylaska, E.J., Zador, J., Goldsmith, C.F., & West, R.H. (2021). AUTOMATIC GENERATION AND ANALYSIS OF MICROKINETIC MODELS [Conference Presentation]. 10.2172/1890361

Cusentino, M.A., Bobbitt, N.S., Wood, M.A., & Thompson, A.P. (2021). Development of SNAP Interatomic Potentials for Studying Mixed Materials Effects at the Tungsten Divertor [Conference Presentation]. 10.2172/1890848

Aaziz, O.R., Allan, B.A., Brandt, J.M., Cook, J., Devine, K., Elliott, J., Gentile, A.C., Hammond, S., Kelley, B.M., Lopatina, L., Moore, S.G., Olivier, S.L., Foulk, J.W., Poliakoff, D., Pawlowski, R., Regier, P., Schmitz, M.E., Schwaller, B., Surjadidjaja, V., … Walton, S.P. (2021). Integrated System and Application Continuous Performance Monitoring and Analysis Capability. https://doi.org/10.2172/1819812

Nielsen, E., Rudinger, K.M., Proctor, T.J., Young, K., & Blume-Kohout, R. (2021). Efficient flexible characterization of quantum processors with nested error models. New Journal of Physics, 23(9). 10.1088/1367-2630/ac20b9

Mitchell, S.A. (2021). Computing Geometry as a Mathematician in an Engineering Laboratory [Presentation]. https://www.osti.gov/biblio/1888464

Rodrigues, A., Awad, A., Hughes, C., Agarwal, S., Skoufis, M., Voskuilen, G.R., Nema, S., Razdan, R., Gardner, A., Hemmert, K.S., & Hammond, S. (2021). SST-ExplorerEnabling System-level Performance and Reliability Analysis for Designs with Real-World IPs [Conference Poster]. https://doi.org/10.2172/1890387

Byeon, H., Titze, M., Henshaw, J.D., Harris, C.T., Campbell, D.M., Schultz, P.A., Wang, G.T., Bielejec, E.S., Lilly, M., & Mounce, A.M. (2021). Integrated solid-state single photon emitters [Conference Poster]. 10.2172/1888992

Naugle, A.B., Doyle, C.L., Sweitzer, M.D., Rothganger, F., Verzi, S.J., Lakkaraju, K., Kittinger, R., Bernard, M., Chen, Y., Loyal, J., & Mueen, A. (2021). Emergent Recursive Multiscale Interaction in Complex Systems. 10.2172/1821796

Stewart, J. (2021). Data-Driven Modeling and the Big Data Problems [Conference Presentation]. 10.2172/1888961

Hart, J.L., & van Bloemen Waanders, B. (2021). Hyper-differential sensitivity analysis for model form error [Conference Presentation]. 10.2172/1890383

Plimpton, S.J. (2021). Recent Developments in LAMMPS [Conference Presentation]. 10.2172/1889354

Seidl, D.T., & Jakeman, J.D. (2021). Improving Digital Twins by Learning from a Fleet of Assets [Conference Presentation]. 10.2172/1889023

Nichol, J., Peterson, M.G., & Peterson, K.J. (2021). Causal Evaluations for Identifying Differences between Observations and Earth System Models. 10.2172/1820528

Plagge, M., Cardwell, S.G., & Hughes, C. (2021). ATHENA: Enabling high speed performance estimates for novel hardware design space exploration [Conference Poster]. 10.2172/1890842

Stickland, M., Li, J.D., Swiler, L.P., & Tarman, T.D. (2021). Foundations of Rigorous Cyber Experimentation. 10.2172/1854751

Laforce, T.C., Ebeida, M., Jordan, S., Miller, T., Stauffer, P.H., Park, H.D., & Leone, R.C. (2021). Voronoi meshing to accurately capture geology in subsurface simulations [Presentation]. https://www.osti.gov/biblio/1887349

Cummings, D., Hart, W.E., Garcia-Carreras, B., Lanning, C., Lessler, J., & Staid, A. (2021). Spatio-temporal Estimates of Disease Transmission Parameters for COVID-19 with a Fully-Coupled, County-Level Model of the United States. 10.2172/1821538

Ferreira, K., & Levy, S.L.N. (2021). Characterizing Per-node Memory Failures Using Benford?s Law [Conference Paper]. https://www.osti.gov/biblio/1886179

Pinar, A., Tarman, T.D., Swiler, L.P., Gearhart, J.L., Hart, D., Vugrin, E., Cruz, G.J., Arguello, B., Geraci, G., Debusschere, B., Hanson, S.T., Outkin, A.V., Thorpe, J.E., Hart, W.E., Sahakian, M.A., Gabert, K.G., Glatter, C., Johnson, E.S., & Punla-Green, A.S. (2021). Science & Engineering of Cyber Security by Uncertainty Quantification and Rigorous Experimentation (SECURE) HANDBOOK. 10.2172/1820527

Silling, S. (2021). Propagation of a Stress Pulse in a Heterogeneous Elastic Bar. Journal of Peridynamics and Nonlocal Modeling, 3(3), pp. 255-275. 10.1007/s42102-020-00048-5

Nema, S., Razdan, R., Rodrigues, A., Hemmert, K.S., Voskuilen, G.R., Adak, D., Hammond, S., Awad, A., & Hughes, C. (2021). ERAS: Enabling the Integration of Real-World Intellectual Properties (IPs) in Architectural Simulators. 10.2172/1854734

Boyce, B.L., Garland, A., White, B.C., Jared, B.H., Conway, K., Adstedt, K., Dingreville, R., Robbins, J., Walsh, T., Alvis, T., Branch, B.A., Kaehr, B.J., Kunka, C., & Leathe, N.S. (2021). Multimode Metastructures: Novel Hybrid 3D Lattice Topologies. 10.2172/1819411

Acer, S., Boman, E.G., Glusa, C., & Rajamanickam, S. (2021). Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems [Conference Presentation]. Parallel Computing. 10.2172/1853867

Trott, C.R. (2021). The Manycore Revolution: An Eyewitness Account [Presentation]. https://www.osti.gov/biblio/1888688

He, Q., & Perego, M. (2021). Modeling land ice with deep operator networks [Conference Presentation]. 10.2172/1888409

Foulk, J.W. (2021). Gaussian process and Bayesian optimization - Bridging the gap between theory and practice in materials science [Conference Presentation]. 10.2172/1888412

Aimone, J.B., & Safonov, A. (2021). Mapping Stochastic Devices to Probabilistic Algorithms. 10.2172/1821523

Thorpe, J.E., Musuvathy, S.S., Verzi, S.J., Vugrin, E., Dykstra, M., & Sahakian, M.A. (2021). GAMVT: A Generative Algorithm for MultiVariate Timeseries Data [Conference Paper]. https://www.osti.gov/biblio/1886761

Rackers, J.A., & Lee, A. (2021). Machine learning to build quantum-accurate models for biological macromolecules [Presentation]. https://www.osti.gov/biblio/1886174

Schultz, P.A., Edwards, A.H., & Mounce, A.M. (2021). Toward predictive simulations of candidate color centers in wide band gap semiconductors [Conference Presentation]. 10.2172/1887043

Winovich, N. (2021). Deep Operator Network with Predictive Uncertainty [Conference Presentation]. 10.2172/1890389

van Bloemen Waanders, B., Joshi, G., & Chowdhary, G. (2021). Stochastic Deep Model Reference Adaptive Control [Conference Paper]. https://www.osti.gov/biblio/1890840

Paskaleva, B.S., Shitole, V., Rosenbaum, E., Hanson, J.M., Yang, A., & Kuberry, P. (2021). Data-Driven Compact Modeling of Bipolar Junction Transistors with Recurrent Neural Networks [Conference Presentation]. 10.2172/1888718

Gilman, K., & Phipps, E.T. (2021). Majorize-Minimize Algorithms for Streaming Generalized Canonical Polyadic Tensor Decompositions [Presentation]. https://www.osti.gov/biblio/1888690

Wang, G.T., Lu, P., Sapkota, K.R., Baczewski, A.D., Campbell, Q., Schultz, P.A., Jones, K.S., Turner, E.M., Sharrock, C.J., Law, M.E., & Yang, H. (2021). A New Route to Quantum-Scale Structures through a Novel Enhanced Germanium Diffusion Mechanism. 10.2172/1854722