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Publications
3 research records shown
Physics-informed neural networks (PINNs) for fluid mechanics: a review
2021 · Acta Mechanica Sinica · DOI 10.1007/s10409-021-01148-1
Read paperPhysics-informed machine learning
2021 · Nature Reviews Physics · DOI 10.1038/s42254-021-00314-5
Read paperPhysics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
2018 · Journal of Computational Physics · DOI 10.1016/j.jcp.2018.10.045
Read paperCo-authors
Paris Perdikaris
University of Pennsylvania
2 shared publicationsIoannis G. Kevrekidis
Johns Hopkins University
1 shared publicationLu Lu
Massachusetts Institute of Technology
1 shared publicationSifan Wang
Applied Mathematics (United States)
1 shared publicationLiu Yang
Brown University
1 shared publicationMaziar Raissi
Brown University
1 shared publicationShengze Cai
Brown University
1 shared publicationZhiping Mao
Xiamen University
1 shared publicationZhicheng Wang
Dalian University of Technology
1 shared publicationMinglang Yin
Brown University
1 shared publication