Eric C Cyr

Eric C Cyr

Sandia National Laboratories - New Mexico / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4416491
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person_outline Eric C Cyr's MOST POPULAR ARTICLES
1-) Thermodynamically consistent physics-informed neural networks for hyperbolic systemsRG Patel, I Manickam, NA Trask, MA Wood, M Lee, I Tomas, EC CyrJournal of Computational Physics 449, 110754, 20221142022
2-) Layer-parallel training of deep residual neural networksS Gunther, L Ruthotto, JB Schroder, EC Cyr, NR GaugerSIAM Journal on Mathematics of Data Science 2 (1), 1-23, 20201122020
3-) A physics-informed operator regression framework for extracting data-driven continuum modelsRG Patel, NA Trask, MA Wood, EC CyrComputer Methods in Applied Mechanics and Engineering 373, 113500, 2021812021
4-) Robust training and initialization of deep neural networks: An adaptive basis viewpointEC Cyr, MA Gulian, RG Patel, M Perego, NA TraskMathematical and Scientific Machine Learning, 512-536, 2020872020
5-) A new approximate block factorization preconditioner for two-dimensional incompressible (reduced) resistive MHDEC Cyr, JN Shadid, RS Tuminaro, RP Pawlowski, L ChacónSIAM Journal on Scientific Computing 35 (3), B701-B730, 2013852013