Solving partial differential equations with sampled neural networks

Solving partial differential equations with sampled neural networks

31 May 2024

Abhishek Chandra

Qing Sun

Erik Lien Bolager

Anna Veselovska

Massimo Fornasier

Papers citing "Solving partial differential equations with sampled neural networks"

4 / 4 papers shown

Title
A Method for Computing Inverse Parametric PDE Problems with Random-Weight Neural Networks S. Dong Yiran Wang 29 20 0 09 Oct 2022
Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations Ramansh Sharma Varun Shankar 40 40 0 19 May 2022
Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach Evangelos Galaris Gianluca Fabiani I. Gallos Ioannis G. Kevrekidis Constantinos Siettos AI4CE 23 40 0 31 Jan 2022
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 235 2,298 0 18 Oct 2020