Publications

Oldfield, R., Plimpton, S.J., Foulk, J.W., Poliakoff, D., & Sornborger, A. (2021). Memo regarding the Final Review of FY21 ASC L2 Milestone 7840: Neural Mini-Apps for Future Heterogeneous HPC Systems. 10.2172/1825628

Abdelfattah, A., Anzt, H., Ayala, A., Boman, E.G., Carson, E.C., Cayrols, S., Cojean, T., Dongarra, J.J., Falgout, R., Gates, M., G, R., Higham, N.J., Kruger, S.E., Li, S., Lindquist, N., Liu, Y., Loe, J.A., Nayak, P., Osei-Kuffuor, D., … Yang, U.M. (2021). Advances in Mixed Precision Algorithms: 2021 Edition. 10.2172/1814447

Gorodetsky, A.A., Jakeman, J.D., & Geraci, G. (2021). MFNets: data efficient all-at-once learning of multifidelity surrogates as directed networks of information sources. Computational Mechanics, 68(4). 10.1007/s00466-021-02042-0

Swiler, L.P., Basurto, E., Brooks, D.M., Eckert, A., Leone, R.C., Mariner, P., Portone, T., Foulk, J.W., & Stein, E. (2021). Uncertainty and Sensitivity Analysis Methods and Applications in the GDSA Framework (FY2021). 10.2172/1855018

Merrell, D.P., Robinson, A.C., & Sanchez, J.J. (2021). Statistical Distributions for Mesh Independent Solutions in ALEGRA. 10.2172/1813648

Jacobson, N.T., & Albrecht, D.J. (2021). NoMoPy: Noise Modeling in Python [Conference Presentation]. 10.2172/1882098

Shead, T.M., Gastelum, Z.N., & Rushdi, A. (2021). Synthetic Images for Machine Learning [Presentation]. https://www.osti.gov/biblio/1881667

Rackers, J.A. (2021). What can you do with a polarizable force field? [Conference Presentation]. 10.2172/1884423

Chance, F.S. (2021). Lessons from α Dragon Fly's Brain: Evolution Built a Small, Fast, Efficient Neural Network in a Dragonfly. Why Not Copy It for Missile Defense?. IEEE Spectrum, 58(8). 10.1109/mspec.2021.9502906

Aitken, R., Nakahira, Y., Strachan, J.P., Bresniker, K., Young, I., Li, Z., Klebanoff, L.E., Burchard, C., Kumar, S., Marinella, M., Severa, W.M., Talin, A.A., Vineyard, C.M., Mailhiot, C., Dick, R., Lu, W., & Mogill, J. (2021). Energy Efficient Computing R&D Roadmap Outline for Automated Vehicles. 10.2172/1821804

Cusentino, M.A., Wood, M.A., & Thompson, A.P. (2021). Development of SNAP Potentials for Fusion Reactor Materials [Conference Presentation]. 10.2172/1882069

Acer, S., Boman, E.G., Glusa, C., & Rajamanickam, S. (2021). Sphynx: a parallel multi-GPU graph partitioner [Conference Presentation]. 10.2172/1882077

Jacobson, N.T., & Young, S.M. (2021). Sandia/Princeton collaboration: Multivalley effective mass theory modeling of Princeton SiGe devices [Conference Presentation]. 10.2172/1882099

D'Elia, M., Silling, S., Yu, Y., & You, H. (2021). A data-driven peridynamic continuum model for upscaling molecular dynamics. 10.2172/1821529

Trask, N.A. (2021). A data-driven exterior calculus for model discovery [Conference Presentation]. 10.2172/1882073

Ahmed, H., & Lofstead, G.F. (2021). Quantifying the Crisis in Reproducible Machine Learning [Conference Poster]. 10.2172/1883039

Raybourn, E.M., Milewicz, R.M., Rogers, D.M., Sims, B., Watson, G., Gonsiorowski, E., & Willenbring, J.M. (2021). A Data-driven Approach to Rethinking Open Source Software Organizations as a Team of Teams [Conference Proceeding]. https://www.osti.gov/biblio/1881691

Hart, J.L., van Bloemen Waanders, B., & Saibaba, A.K. (2021). Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis. Numerical Linear Algebra with Applications, 28(4). 10.1002/nla.2364

Hartland, T., Perego, M., & Petra, N. (2021). Inversion of the Humboldt Glacier Basal Friction Coefficient Field in an Uncertain Ice Sheet Model [Presentation]. https://www.osti.gov/biblio/1884051

Harvey-Thompson, A.J., Geissel, M., Crabtree, J.A., Weis, M.R., Gomez, M.R., Fein, J.R., Ampleford, D.J., Awe, T.J., Chandler, G.A., Galloway, B.R., Hansen, S.B., Hanson, J., Harding, E.C., Jennings, C.A., Kimmel, M., Knapp, P.F., Lamppa, D.C., Foulk, J.W., Mangan, M.A., … Smith, G.E. (2021). Increased preheat energy to MagLIF targets with cryogenic cooling [Conference Presentation]. 10.2172/1888953

Tarman, T.D., Swiler, L.P., Vugrin, E., Rollins, T., Cruz, G.J., Huang, H., Sahu, A., Wlazlo, P., Goulart, A., & Davis, K. (2021). Comparing reproduced cyber experimentation studies across different emulation testbeds [Conference Presentation]. 10.2172/1881645

Voth, T.E., Granzow, B.N., Stagg, A.K., Bond, S.D., Hamlin, N.D., Martin, M.R., & Shulenburger, L. (2021). FLEXO: Development of a Portably Performant AMR Code for XMHD [Conference Presentation]. 10.2172/1881674

Raybourn, E.M., Watson, G., Gonsiorowski, E., Milewicz, R.M., Rogers, D.M., Sims, B., & Willenbring, J.M. (2021). Automating Software Productivity Planning: Lightweight Tools for Upgrading Team Practices [Conference Proceeding]. https://www.osti.gov/biblio/1884442

Silling, S. (2021). Calibrating a Peridynamic Material Model with Molecular Dynamics [Conference Presentation]. 10.2172/1883458

Ibanez-Granados, D.A. (2021). Better Package Management [Presentation]. https://www.osti.gov/biblio/1883461