Functional Tensor Decompositions for Physics-Informed Neural Networks

23 August 2024

Papers citing "Functional Tensor Decompositions for Physics-Informed Neural Networks"

4 / 4 papers shown

Title
Respecting causality is all you need for training physics-informed neural networks Sizhuang He Shyam Sankaran P. Perdikaris PINN CML AI4CE 128 200 0 14 Mar 2022
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism L. McClenny U. Braga-Neto PINN 68 452 0 07 Sep 2020
When and why PINNs fail to train: A neural tangent kernel perspective Sizhuang He Xinling Yu P. Perdikaris 109 896 0 28 Jul 2020
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 889 149,474 0 22 Dec 2014