VarNet: Variational Neural Networks for the Solution of Partial Differential Equations

16 December 2019

Papers citing "VarNet: Variational Neural Networks for the Solution of Partial Differential Equations"

9 / 9 papers shown

Title
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data Yinhao Zhu N. Zabaras P. Koutsourelakis P. Perdikaris PINN AI4CE 106 867 0 18 Jan 2019
Deep Learning for Robotic Mass Transport Cloaking Reza Khodayi-mehr Michael M. Zavlanos 96 10 0 11 Dec 2018
Physics-Based Learning for Robotic Environmental Sensing Reza Khodayi-mehr Michael M. Zavlanos 47 2 0 10 Dec 2018
Distributed State Estimation Using Intermittently Connected Robot Networks Reza Khodayi-mehr Y. Kantaros Michael M. Zavlanos 61 62 0 03 May 2018
Neural networks catching up with finite differences in solving partial differential equations in higher dimensions V. Avrutskiy 56 22 0 14 Dec 2017
PDE-Net: Learning PDEs from Data Zichao Long Yiping Lu Xianzhong Ma Bin Dong DiffM AI4CE 43 756 0 26 Oct 2017
DGM: A deep learning algorithm for solving partial differential equations Justin A. Sirignano K. Spiliopoulos AI4CE 91 2,063 0 24 Aug 2017
Model-Based Active Source Identification in Complex Environments Reza Khodayi-mehr W. Aquino Michael M. Zavlanos 99 35 0 06 Jun 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014