Zhang, Enrui
Kahana, Adar https://orcid.org/0000-0003-4889-5037
Kopaničáková, Alena
Turkel, Eli https://orcid.org/0000-0003-4273-0303
Ranade, Rishikesh https://orcid.org/0000-0002-7692-7502
Pathak, Jay https://orcid.org/0000-0002-2942-2771
Karniadakis, George Em https://orcid.org/0000-0002-9713-7120
Funding for this research was provided by:
U.S. Department of Energy (de-sc0019453)
DOE | NNSA | Office of Naval Reactors (N00014-22-1-2795)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (206745)
Article History
Received: 16 October 2022
Accepted: 10 September 2024
First Online: 17 October 2024
Competing interests
: G.E.K. holds a small equity in Analytica, a private startup company developing AI software products for engineering. He provides technical advice on the direction of machine learning to Analytica. Analytica has licensed IP from his research related to Physics-Informed Neural Networks. A. Kahana and G.E.K. are the founders of Phinyx AI, a private startup company developing AI software products for engineering. The remaining authors declare no competing interests.