Thermodynamically consistent physics-informed neural networks for hyperbolic systems

Ravi G. Patel, Indu Manickam, Nathaniel A. Trask, Mitchell A. Wood, Myoungkyu Lee, Ignacio Tomas, Eric C. Cyr. Thermodynamically consistent physics-informed neural networks for hyperbolic systems. J. Comput. Physics, 449:110754, 2022. [doi]

@article{PatelMTWLTC22,
  title = {Thermodynamically consistent physics-informed neural networks for hyperbolic systems},
  author = {Ravi G. Patel and Indu Manickam and Nathaniel A. Trask and Mitchell A. Wood and Myoungkyu Lee and Ignacio Tomas and Eric C. Cyr},
  year = {2022},
  doi = {10.1016/j.jcp.2021.110754},
  url = {https://doi.org/10.1016/j.jcp.2021.110754},
  researchr = {https://researchr.org/publication/PatelMTWLTC22},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {449},
  pages = {110754},
}