Solving differential equations with unknown constitutive relations as recurrent neural networks

6 October 2017

Papers citing "Solving differential equations with unknown constitutive relations as recurrent neural networks"

4 / 4 papers shown

Title
Error-Aware B-PINNs: Improving Uncertainty Quantification in Bayesian Physics-Informed Neural Networks Olga Graf P. Flores P. Protopapas K. Pichara PINN 69 6 0 14 Dec 2022
Uncertainty Quantification in Neural Differential Equations Olga Graf P. Flores P. Protopapas K. Pichara UQCV AI4CE 59 7 0 08 Nov 2021
Data-driven approaches for predicting spread of infectious diseases through DINNs: Disease Informed Neural Networks Sagi Shaier M. Raissi P. Seshaiyer PINN AI4CE 98 26 0 11 Oct 2021
Deep Learning of Vortex Induced Vibrations M. Raissi Zhicheng Wang M. Triantafyllou George Karniadakis AI4CE 79 378 0 26 Aug 2018