Optimal Transport Based Refinement of Physics-Informed Neural Networks

26 May 2021

Papers citing "Optimal Transport Based Refinement of Physics-Informed Neural Networks"

4 / 4 papers shown

Title
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism L. McClenny U. Braga-Neto PINN 72 458 0 07 Sep 2020
When and why PINNs fail to train: A neural tangent kernel perspective Sizhuang He Xinling Yu P. Perdikaris 130 909 0 28 Jul 2020
Understanding and mitigating gradient pathologies in physics-informed neural networks Sizhuang He Yujun Teng P. Perdikaris AI4CE PINN 92 294 0 13 Jan 2020
Fashionable Modelling with Flux Mike Innes Elliot Saba Keno Fischer Dhairya Gandhi Marco Concetto Rudilosso Neethu Mariya Joy Tejan Karmali Avik Pal Viral B. Shah AI4CE 63 164 0 01 Nov 2018