Publications

Ahmed, H. (2021). Managing Randomness to Enable Reproducible Machine Learning [Presentation]. 10.1145/3526062.3536353

Hu, J.J., & Glusa, C. (2021). Recent Advances in Maxwell Solvers for PIC Simulations Across Architectures [Conference Presentation]. 10.2172/1888437

Low, M.R. (2021). Trajectory Anomaly Detection [Presentation]. https://www.osti.gov/biblio/1884130

Laird, C., Liu, J., Su, Q., Moreno, M., Nagy, Z., & Reklaitis, G. (2021). Robust State Estimation of Feeding-Blending Systems in Continuous Pharmaceutical Manufacturing [Conference Poster]. https://www.osti.gov/biblio/1889608

Hanson, J.M., Paskaleva, B.S., Bochev, P.B., Keiter, E.R., Hembree, C., & Kuberry, P. (2021). A Numerical Compact Photocurrent Model and its Implementation via Xyce-PyMi [Conference Presentation]. 10.2172/1876997

Maniaci, D.C., Naughton, J., Geraci, G., & King, R. (2021). Verification, Validation & Uncertainty Quantification [Presentation]. https://www.osti.gov/biblio/1883505

Parker, R., & Nicholson, B.L. (2021). A reduced space simultaneous approach for optimization of nonlinear index-1 differential algebraic equations [Presentation]. https://www.osti.gov/biblio/1884135

Silling, S., & Mitchell, J.A. (2021). Modeling Spall in Additively Manufactured Steel With Local-Nonlocal Coupling [Conference Presentation]. 10.2172/1884654

Giem, E., Foulk, J.W., Poliakoff, D., Teranishi, K., & Hollman, D. (2021). Resilient Kokkos: Resilient Execution Spaces [Presentation]. https://www.osti.gov/biblio/1888644

Menhorn, F., Geraci, G., Seidl, D.T., Eldred, M., King, R., Bungartz, H., & Marzouk, Y. (2021). Multilevel Estimators for Measures of Robustness in Optimization under Uncertainty [Conference Presentation]. 10.2172/1881729

Plimpton, S.J. (2021). How LAMMPS works internally [Conference Presentation]. 10.2172/1884671

Rushdi, A. (2021). Efficient DNN Architectures for Time Series Classification [Conference Presentation]. 10.2172/1877803

Ait Ettajer, A. (2021). Verification Testing for Multiphysics Codes [Conference Presentation]. https://doi.org/10.2172/1878722

Hansen, S.B., Hentschel, T., Kononov, A., & Baczewski, A.D. (2021). Benchmarking consistent observable and material properties from an average-atom model to predictions from TDDFT [Conference Presentation]. 10.2172/1877332

Foulk, J.W., & Portone, T. (2021). Assessing the Efficacy of Universal Differential Equations to Learn Missing Dynamics from a Subset of Observable State Variables [Conference Presentation]. 10.2172/1882346

Torchinsky, J., & Taylor, M.A. (2021). Improved vertical remapping accuracy [Presentation]. https://www.osti.gov/biblio/1883500

Jakeman, J.D., Eldred, M., Geraci, G., Portone, T., Rushdi, A., Seidl, D.T., & Smith, T.M. (2021). Multi-fidelity Machine Learning [Conference Presentation]. 10.2172/1876608

Cyr, E.C. (2021). Perfection is the Enemy of Fast: The Case for Mathematically Induced Parallelism [Presentation]. https://www.osti.gov/biblio/1883495

Poe, D., Greathouse, J.A., & Alam, T.M. (2021). Developing a Dataset of Confined Ionic Liquid Properties for Machine Learning Applications [Conference Presentation]. 10.2172/1888669

Wildey, T., Butler, T., Jakeman, J.D., & Foulk, J.W. (2021). Solving Stochastic Inverse Problems for Property-Structure Relationships in Computational Materials Science [Conference Presentation]. 10.2172/1890916

Bynum, M.L., Rodriguez, S., Laird, C., Nicholson, B.L., Jalving, J.H., Siirola, J.D., & Ridzal, D. (2021). Scalable Parallel Nonlinear Optimization with PyNumero and Parapint [Conference Presentation]. 10.2172/1884206

Milewicz, R.M., Pirkelbauer, P., Soundarajan, P., Ahmed, H., & Skjellum, T. (2021). Negative Perceptions About the Applicability of Source-to-Source Compilers in HPC: A Literature Review [Conference Presentation]. 10.2172/1884057

Trumbo, D., & Milewicz, R.M. (2021). Towards a Culture of Continuous Learning and Improvement within RSE Teams [Conference Poster]. 10.2172/1889366

Roberts, N.V., & Miller, S. (2021). Machine Learning for Accelerating Direct-Simulation Monte-Carlo Collision Operators [Conference Presentation]. 10.2172/1884411

Plimpton, S.J. (2021). Whirlwind tour of more advanced topics [Conference Presentation]. 10.2172/1888693