Publications

Cooper, M., Clemmer, J.T., Silling, S., Bufford, D.C., Bolintineanu, D.S., & Bolintineanu, D.S. (2022). Mesostructure Evolution During Powder Compression: Micro-CT Experiments and Particle-Based Simulations [Conference Presentation]. Conference Proceedings of the Society for Experimental Mechanics Series. 10.2172/1865256

Mundt, M.R., Milewicz, R.M., Raybourn, E.M., & Raybourn, E.M. (2022). In Their Shoes: Persona-Based Approaches to Software Quality Practice Incentivization. Computing in Science and Engineering, 24(3), pp. 42-50. 10.1109/mcse.2022.3170027

Liu, J., Maltzahn, C., Curry, M.L., Ulmer, C., & Ulmer, C. (2022). Processing Particle Data Flows with SmartNICs. 2022 IEEE High Performance Extreme Computing Conference, HPEC 2022. 10.2172/1892372

Heinlein, A., Perego, M., Rajamanickam, S., & Rajamanickam, S. (2022). FROSch PRECONDITIONERS FOR LAND ICE SIMULATIONS OF GREENLAND AND ANTARCTICA. SIAM Journal on Scientific Computing, 44(2), pp. B339-B367. 10.1137/21m1395260

Safta, C., Jakeman, J.D., Gorodetsky, A.A., & Gorodetsky, A.A. (2022). Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning. Journal of Machine Learning Research, 23(143). https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85131439706&origin=inward

Hemmert, K.S., Kenny, J., & Kenny, J. (2021). HIHE01-36: Evaluate how various topologies perform in the context of link failures [Slides]. 10.2172/1842916

Magann, A.B., Grace, M.D., Rabitz, H., Sarovar, M., & Sarovar, M. (2021). Digital quantum simulation of molecular dynamics and control [Conference Poster]. 10.2172/1908755

Okada, Y., Goff, J.M., Keilbart, N., dos Santos Vieira, F., Dabo, I., & Dabo, I. (2021). Atomic Scale Simulations for Pseudocapacitive MXene Electrode [Conference Presentation]. 10.2172/1908761

Preece, D.E., Silling, S., Bhuiyan, A.E., Lownds, C.M.E., Bowden, P.R.E., & Bowden, P.R.E. (2021). Application of GEM (Geologic Element Motion) to Heave Modeling of Cast Blasting, Mineral and Iron Ore Blasting [Conference Paper]. https://www.osti.gov/biblio/1908751

Armstrong, E., Hansen, M.A., Knaus, R.C., Trask, N.A., Hewson, J.C., Sutherland, J., & Sutherland, J. (2021). Accurate Compression of Tabulated Chemistry Models with Partition of Unity Networks [Conference Paper]. 10.1080/00102202.2022.2102908

Eisenhauer, G., Logan, J., Ulmer, C., Widener, P., Wolf, M., & Wolf, M. (2021). Surfacing and Exploiting Metadata Relationships for Scalable Scientific Data Environments [Presentation]. https://www.osti.gov/biblio/1908753

D'Elia, M., Silling, S., Yu, Y., You, H., Gao, T., & Gao, T. (2021). Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network. 10.2172/1855045

Wang, Q., Guillaume, J., Jakeman, J.D., Yang, T., Iwanaga, T., Croke, B., Jakeman, T., & Jakeman, T. (2021). Assessing the predictive impact of factor fixing with an adaptive uncertainty-based approach. Environmental Modelling and Software, 148. 10.1016/j.envsoft.2021.105290

Lysogorskiy, Y., van der Oord, V., Bochkarev, A., Menon, S., Rinaldi, M., Hammerschmidt, T., Mrovec, M., Thompson, A.P., Csanyi, G., Ortner, C., Drautz, R., & Drautz, R. (2021). Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon. npj Computational Materials, 7(1). 10.1038/s41524-021-00559-9

Krygier, M., Labonte, T., Martinez, C., Norris, C., Sharma, K., Collins, L.N., Mukherjee, P.P., Foulk, J.W., & Foulk, J.W. (2021). Quantifying the unknown impact of segmentation uncertainty on image-based simulations [Conference Presentation]. Nature Communications. 10.2172/1884065

Campione, S., Stephens, J.A., Martin, N., Eckert, A., Warne, L.K., Huerta, J.G., Pfeiffer, R.A., Jones, A., & Jones, A. (2021). Developing Uncertainty Quantification Strategies in Electromagnetic Problems Involving Highly Resonant Cavities. Journal of Verification, Validation and Uncertainty Quantification, 6(4). 10.1115/1.4051906

Ferreira, K., Levy, S.L.N., & Levy, S.L.N. (2021). Evaluating MPI resource usage summary statistics. Parallel Computing, 108. 10.1016/j.parco.2021.102825

Krygier, M., Labonte, T., Martinez, C., Norris, C., Sharma, K., Collins, L.N., Mukherjee, P.P., Roberts, S.A., & Roberts, S.A. (2021). Quantifying the unknown impact of segmentation uncertainty on image-based simulations. Nature Communications, 12(1). https://doi.org/10.1038/s41467-021-25493-8

Singh, S., Pandey, P., Bender, M.A., Berry, J., Farach-Colton, M., Johnson, R., Kroeger, T., Phillips, C.A., & Phillips, C.A. (2021). Timely Reporting of Heavy Hitters Using External Memory. ACM Transactions on Database Systems, 46(4). 10.1145/3472392

Nicholson, B.L., Siirola, J.D., & Siirola, J.D. (2021). NMSBA Sustainable Engineering (Final Report). 10.2172/1834702

Cyr, E.C., Saavedra, G., & Saavedra, G. (2021). Machine learning and spatial decomposition for large CT scans [Conference Presentation]. 10.2172/1903090

Dunlavy, D.M., Chew, P.A., & Chew, P.A. (2021). Document Retrieval and Ranking using Similarity Graph Mean Hitting Times. 10.2172/1835671

Rodriguez, A.E., Niederhaus, J.H.J., Greenwood, W.J., Clutz, C.C., & Clutz, C.C. (2021). Discrete modeling of a transformer with ALEGRA. 10.2172/1855070

Bertagna, L., Perego, M., Hoffman, M., & Hoffman, M. (2021). Constraining subglacial hydrology with ice surface velocity observations by solving an inverse ice dynamics-subglacial hydrology problem [Conference Presentation]. 10.2172/1905434

Trott, C.R. (2021). December 2021 ECP ST Project Review Kokkos [Presentation]. https://www.osti.gov/biblio/1902026