Physics-Informed Neural Networks with Adaptive Localized Artificial Viscosity

15 March 2022

Papers citing "Physics-Informed Neural Networks with Adaptive Localized Artificial Viscosity"

5 / 5 papers shown

Title
Physics-informed attention-based neural network for solving non-linear partial differential equations R. Torrado Pablo Ruiz L. Cueto‐Felgueroso M. Green Tyler Friesen S. Matringe Julian Togelius PINN 38 12 0 17 May 2021
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism L. McClenny U. Braga-Neto PINN 65 452 0 07 Sep 2020
When and why PINNs fail to train: A neural tangent kernel perspective Sizhuang He Xinling Yu P. Perdikaris 101 896 0 28 Jul 2020
A Dual-Dimer Method for Training Physics-Constrained Neural Networks with Minimax Architecture Dehao Liu Yan Wang 93 73 0 01 May 2020
Physics Informed Deep Learning for Transport in Porous Media. Buckley Leverett Problem Cedric G. Fraces Adrien Papaioannou H. Tchelepi AI4CE PINN 42 19 0 15 Jan 2020