Physical Symmetries Embedded in Neural Networks

18 April 2019

Papers citing "Physical Symmetries Embedded in Neural Networks"

7 / 7 papers shown

Title
Neural Networks Trained to Solve Differential Equations Learn General Representations M. Magill F. Qureshi H. W. Haan 42 64 0 29 Jun 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 414 5,103 0 19 Jun 2018
Machine Learning Topological Invariants with Neural Networks Pengfei Zhang Huitao Shen H. Zhai 73 198 0 30 Aug 2017
DGM: A deep learning algorithm for solving partial differential equations Justin A. Sirignano K. Spiliopoulos AI4CE 91 2,062 0 24 Aug 2017
Stable Architectures for Deep Neural Networks E. Haber Lars Ruthotto 145 728 0 09 May 2017
Machine Learning of Linear Differential Equations using Gaussian Processes M. Raissi George Karniadakis 83 550 0 10 Jan 2017
Inferring solutions of differential equations using noisy multi-fidelity data M. Raissi P. Perdikaris George Karniadakis AI4CE 59 290 0 16 Jul 2016