Thermodynamically consistent physics-informed neural networks for hyperbolic systems.

Conference · Mon Feb 01 00:00:00 EST 2021

DOI:https://doi.org/10.2172/1847572· OSTI ID:1847572

Manickam, Indu; Patel, Ravi Ghanshyam; Trask, Nathaniel Albert; Wood, Mitchell; Lee, Myoungkyu NMN; Tomas, Ignacio; Cyr, Eric C

Abstract not provided.

• Research Organization: Sandia National Lab. (SNL-NM), Albuquerque, NM (United States); Sandia National Lab. (SNL-CA), Livermore, CA (United States)
• Sponsoring Organization: USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
• DOE Contract Number: NA0003525
• OSTI ID: 1847572
• Report Number(s): SAND2021-2236C; 694166
• Resource Relation: Conference: Proposed for presentation at the SIAM Conference on Computational Science and Engineering held March 1 - February 5, 2021.
• Country of Publication: United States
• Language: English