Learning the solution operator of parametric partial differential equations with physics-informed DeepONets

por Wang, Sifan, Wang, Hanwen, Perdikaris, Paris
Publicado 2021

Fast Characterization of Inducible Regions of Atrial Fibrillation Models With Multi-Fidelity Gaussian Process Classification

por Gander, Lia, Pezzuto, Simone, Gharaviri, Ali, Krause, Rolf, Perdikaris, Paris, Sahli Costabal, Francisco
Publicado 2022

Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences

por Alber, Mark, Buganza Tepole, Adrian, Cannon, William R., De, Suvranu, Dura-Bernal, Salvador, Garikipati, Krishna, Karniadakis, George, Lytton, William W., Perdikaris, Paris, Petzold, Linda, Kuhl, Ellen
Publicado 2019