Thermodynamically consistent physics-informed neural networks for hyperbolic systems

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2022
Source ID
10.1016/j.jcp.2021.110754

Entities

People

  • Eric C. Cyr
  • Ignacio Tomas
  • Indu Manickam
  • Mitchell A. Wood
  • Myoungkyu Lee
  • Nathaniel A. Trask
  • Ravi G. Patel

Organizations

  • Defense Systems Management College
  • National Nuclear Security Administration
  • Office of Advanced Scientific Computing Research
  • Office of Basic Energy Sciences
  • Office of Science
  • United States Department of Energy

Tags

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Neural Networks