Domain decomposition-based coupling of physics-informed neural networks
via the Schwarz alternating method

Domain decomposition-based coupling of physics-informed neural networks via the Schwarz alternating method

1 November 2023

Irina Tezaur

Christopher Wentland

Papers citing "Domain decomposition-based coupling of physics-informed neural networks via the Schwarz alternating method"

6 / 6 papers shown

Title
Accelerating Multiscale Modeling with Hybrid Solvers: Coupling FEM and Neural Operators with Domain Decomposition Wei Wang Maryam Hakimzadeh Haihui Ruan Somdatta Goswami AI4CE 35 0 0 15 Apr 2025
The role of interface boundary conditions and sampling strategies for Schwarz-based coupling of projection-based reduced order models Christopher Wentland Francesco Rizzi Joshua Barnett Irina Tezaur 26 3 0 07 Oct 2024
Machine learning and domain decomposition methods -- a survey A. Klawonn M. Lanser J. Weber AI4CE 16 7 0 21 Dec 2023
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations Benjamin Moseley Andrew Markham T. Nissen‐Meyer PINN 40 207 0 16 Jul 2021
Hard Encoding of Physics for Learning Spatiotemporal Dynamics Chengping Rao Hao-Lun Sun Yang Liu PINN AI4CE 27 11 0 02 May 2021
Mosaic Flows: A Transferable Deep Learning Framework for Solving PDEs on Unseen Domains Hengjie Wang R. Planas Aparna Chandramowlishwaran Ramin Bostanabad AI4CE 42 61 0 22 Apr 2021