Publications

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

Berger-Vergiat, L. (2021). Kokkos Ecosystem: runtime, math library, tools [Presentation]. https://www.osti.gov/biblio/1886770

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, S. (2021). Science and Engineering of Cybersecurity by Uncertainty quantification and Rigorous Experimentation (SECURE) (Final Report). 10.2172/1821322

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

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

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

Huang, A., Trask, N.A., Gao, X., Reza, S., Patel, R., Brissette, C., & Hu, X. (2021). Machine learning of Physics-InformedGraph Neural Networks from TCAD models [Conference Presentation]. 10.2172/1890847

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

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

Silling, S., You, H., & Yu, Y. (2021). Data driven learning of robust nonlocal models. 10.2172/1820240

Hart, W.E., Bynum, M.L., Laird, C., Siirola, J.D., & Staid, A. (2021). Large-scale Nonlinear Approaches for Inference of Reporting Dynamics and Unobserved SARS-CoV-2 Infections. 10.2172/1820529

Carpenter, J.H. (2021). A new equation of state for copper. 10.2172/1820524

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

Kouri, D.P., Jakeman, J.D., Huerta, J.G., Walsh, T., Smith, C., & Uryasev, S. (2021). Risk-Adaptive Experimental Design for High-Consequence Systems: LDRD Final Report. 10.2172/1820307

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

Smith, M.R., Foulk, J.W., Ames, A., Carey, A., Cuellar, C.R., Field, R.V., Maxfield, T., Mitchell, S.A., Morris, E., Moss, B., Nyre-Yu, M., Rushdi, A., Stites, M.C., Smutz, C., & Zhou, X. (2021). SAGE Intrusion Detection System: Sensitivity Analysis Guided Explainability for Machine Learning. 10.2172/1820253

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

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

Robbins, J., Alberdi, R., & Clark, B.W. (2021). Concurrent Shape and Topology Optimization. 10.2172/1822279

Shand, L., Foulk, J.W., Staid, A., Roesler, E.L., Lyons, D., Simonson, K.M., Patel, L., Hickey, J.J., & Gray, S.D. (2021). Local limits of detection for anthropogenic aerosol-cloud interactions. 10.2172/1855009

Rodriguez, J., Parker, R., Laird, C., Nicholson, B.L., Siirola, J.D., & Bynum, M.L. (2021). Scalable Parallel Nonlinear Optimization with PyNumero and Parapint. Optimization Online Repository. https://www.osti.gov/biblio/1834337

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

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

Ibanez-Granados, D.A. (2021). LGR GPU success [Presentation]. https://www.osti.gov/biblio/1889581

Baczewski, A.D., Kononov, A., Hentschel, T., & Hansen, S.B. (2021). Electronic stopping in warm dense matter using Ehrenfest dynamics and time-dependent density functional theory [Conference Poster]. 10.2172/1888720