Publications

Nichol, J., Peterson, M.G., & Peterson, K.J. (2021). Learning Why: Data-Driven Causal Evaluations of Climate Models [Conference Poster]. https://doi.org/10.2172/1884401

McCrary, T., & Devine, K. (2021). Integrating PGAS and MPI-Based Graph Analysis [Presentation]. https://www.osti.gov/biblio/1881669

Moore, N. (2021). Learning Algebraic Multigrid Prolongation with Residual Graph Neural Networks [Presentation]. https://www.osti.gov/biblio/1877980

Kouri, D.P. (2021). An Inexact Trust-Region Newton Method for Large-Scale Convex-Constrained Optimization [Conference Presentation]. 10.2172/1878281

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

Worley, A., Schafer, D., Bangalore, P.V., Dosanjh, M.G., Grant, R., Skjellum, A., & Ghafoor, G. (2021). Design of a Portable Implementation of Partitioned Point-to-Point Communication Primitives [Conference Paper]. 10.1145/3458744.3474046

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

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

Lofstead, G.F. (2021). Simulating the Impossible via Breaking Assumptions [Conference Presentation]. 10.2172/1876622

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

Logan, L.M., & Lofstead, G.F. (2021). pMEMCPY: an efficient I/O library for PMEM [Conference Poster]. 10.2172/1888709

Laird, C., Nicholson, B.L., & Rodriguez, J.S. (2021). Parallel strategies for DAE optimization with direct Schur-complement decomposition [Conference Poster]. https://www.osti.gov/biblio/1883541

Younge, A.J., Fuller, T.J., Foulk, J.W., & Bova, S.W. (2021). A Case Study in Using Containers to Build and Distribute HPC Applications: ALEGRA [Conference Presentation]. 10.2172/1876620

Hart, W.E., Laird, C., Rodriguez, J.S., Siirola, J.D., & Nicholson, B.L. (2021). Rethinking the C++ / Python Boundary in Modeling and Optimization Tools [Presentation]. https://www.osti.gov/biblio/1882366

Laird, C., Watson, J., Hart, W.E., Siirola, J.D., & Nicholson, B.L. (2021). Pyomo Tutorial [Presentation]. https://www.osti.gov/biblio/1882354

Mayer, C.D. (2021). Use My Data, But Don't Make Me Share It: Hybrid Secure MultiParty Computation for Privacy-Preserving Machine Learning [Presentation]. https://www.osti.gov/biblio/1882290

Lennon, K., & Rajamanickam, S. (2021). Learning Transferable DFT Neural Network Surrogates [Presentation]. https://www.osti.gov/biblio/1884431

Loe, J.A., Glusa, C., Yamazaki, I., Boman, E.G., & Rajamanickam, S. (2021). Properties of GMRES with Iterative Refinement on GPUs [Conference Presentation]. 10.2172/1884157

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

Mendez Granado, J.P., & Mamaluy, D. (2021). Quantum Effects of Unintentional Dopants in delta-layer Tunnel Junctions [Conference Presentation]. 10.2172/1867275

Crossno, P.J., Gittinger, J.M., Hunt, W.L., Letter, M., Martin, S., & Sielicki, M. (2021). Slycat? Ensemble Analytics [Presentation]. https://www.osti.gov/biblio/1882478

Crockatt, M.M., Shadid, J.N., Conde, S., Pawlowski, R., & Mabuza, S. (2021). Development of an Algorithmic Framework for the Simulation of Partially-Ionized Multifluid Plasma Systems with Arbitrarily Many Species [Conference Presentation]. 10.2172/1884180

Miller, N., & Hughes, C. (2021). Comparing Intel Compilers Poster [Presentation]. https://www.osti.gov/biblio/1882504

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

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