Solving Differential Equations Using Neural Network Solution Bundles

17 June 2020

Papers citing "Solving Differential Equations Using Neural Network Solution Bundles"

6 / 6 papers shown

Title
DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks Blake Bullwinkel Dylan Randle P. Protopapas David Sondak 24 3 0 15 Sep 2022
Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems Shuheng Liu Xiyue Huang P. Protopapas PINN 24 5 0 03 Jul 2022
Adversarial Sampling for Solving Differential Equations with Neural Networks Kshitij Parwani P. Protopapas 14 2 0 20 Nov 2021
Uncertainty Quantification in Neural Differential Equations Olga Graf P. Flores P. Protopapas K. Pichara UQCV AI4CE 37 7 0 08 Nov 2021
One-Shot Transfer Learning of Physics-Informed Neural Networks Shaan Desai M. Mattheakis H. Joy P. Protopapas Stephen J. Roberts PINN AI4CE 27 58 0 21 Oct 2021
Modeling the effect of the vaccination campaign on the Covid-19 pandemic M. Angeli Georgios Neofotistos M. Mattheakis E. Kaxiras 30 37 0 27 Aug 2021