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20162026
most citedHidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations

1.4k citations · 1.9k across the 18 of their papers we have counts for

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cs.LG2020

A deep learning framework for solution and discovery in solid mechanics

Ehsan Haghighat, Maziar Raissi, Adrian Moure +2

We present the application of a class of deep learning, known as Physics Informed Neural Networks (PINN), to learning and discovery in solid mechanics. We explain how to incorporat…