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Physics-informed machine learning

20215,836 citationsReviewgreen Open Access

Authors

George Em Karniadakis · Brown University

Ioannis G. Kevrekidis · Johns Hopkins University

Lu Lu · Massachusetts Institute of Technology

Paris Perdikaris · University of Pennsylvania

Sifan Wang · Applied Mathematics (United States)

Liu Yang · Brown University

Topics & Keywords

Model Reduction and Neural Networks Meteorological Phenomena and Simulations Gaussian Processes and Bayesian Inference

Publication Details

Published in: Nature Reviews Physics

Volume 3, Issue 6, pp. 422-440

DOI: 10.1038/s42254-021-00314-5

Field-Weighted Citation Impact: 419.30

Physics-informed machine learning | Researchclopedia