BI-GreenNet: Learning Green's functions by boundary integral network

BI-GreenNet: Learning Green's functions by boundary integral network

28 April 2022

Junqing Chen

Papers citing "BI-GreenNet: Learning Green's functions by boundary integral network"

9 / 9 papers shown

Title
Orthogonal greedy algorithm for linear operator learning with shallow neural network Ye Lin Jiwei Jia Young Ju Lee Ran Zhang 34 1 0 06 Jan 2025
Green Multigrid Network Ye Lin Young Ju Lee Jiwei Jia 21 1 0 04 Jul 2024
A Hybrid Kernel-Free Boundary Integral Method with Operator Learning for Solving Parametric Partial Differential Equations In Complex Domains Shuo Ling Liwei Tan Wenjun Ying 23 0 0 23 Apr 2024
Learning Domain-Independent Green's Function For Elliptic Partial Differential Equations Pawan Negi Maggie Cheng Mahesh Krishnamurthy Wenjun Ying Shuwang Li 12 1 0 30 Jan 2024
Approximation of Solution Operators for High-dimensional PDEs Nathan Gaby Xiaojing Ye 12 0 0 18 Jan 2024
A Mathematical Guide to Operator Learning Nicolas Boullé Alex Townsend 29 36 0 22 Dec 2023
Physics-Informed Boundary Integral Networks (PIBI-Nets): A Data-Driven Approach for Solving Partial Differential Equations Monika Nagy-Huber Volker Roth AI4CE PINN 20 3 0 18 Aug 2023
Neural Control of Parametric Solutions for High-dimensional Evolution PDEs Nathan Gaby X. Ye Haomin Zhou 11 6 0 31 Jan 2023
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 203 2,272 0 18 Oct 2020