Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next

14 January 2022

Papers citing "Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next"

5 / 105 papers shown

Title
Machine Learning of Linear Differential Equations using Gaussian Processes M. Raissi George Karniadakis 58 544 0 10 Jan 2017
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 137 1,226 0 03 Oct 2016
Inferring solutions of differential equations using noisy multi-fidelity data M. Raissi P. Perdikaris George Karniadakis AI4CE 41 288 0 16 Jul 2016
Understanding Deep Convolutional Networks S. Mallat FAtt AI4CE 105 639 0 19 Jan 2016
Bayesian Numerical Homogenization H. Owhadi 62 234 0 25 Jun 2014