Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling

por Navrátil, Jiří, King, Alan, Rios, Jesus, Kollias, Georgios, Torrado, Ruben, Codas, Andrés
Publicado 2019

Physics-informed attention-based neural network for hyperbolic partial differential equations: application to the Buckley–Leverett problem

por Rodriguez-Torrado, Ruben, Ruiz, Pablo, Cueto-Felgueroso, Luis, Green, Michael Cerny, Friesen, Tyler, Matringe, Sebastien, Togelius, Julian
Publicado 2022