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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
Will Snyder
Irina Tezaur
Christopher Wentland
ArXivPDFHTML

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
Accelerating Multiscale Modeling with Hybrid Solvers: Coupling FEM and Neural Operators with Domain Decomposition
Wei Wang
Maryam Hakimzadeh
Haihui Ruan
Somdatta Goswami
AI4CE
29
0
0
15 Apr 2025
The role of interface boundary conditions and sampling strategies for
  Schwarz-based coupling of projection-based reduced order models
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
23
3
0
07 Oct 2024
Machine learning and domain decomposition methods -- a survey
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
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations
Benjamin Moseley
Andrew Markham
T. Nissen‐Meyer
PINN
37
207
0
16 Jul 2021
Hard Encoding of Physics for Learning Spatiotemporal Dynamics
Hard Encoding of Physics for Learning Spatiotemporal Dynamics
Chengping Rao
Hao-Lun Sun
Yang Liu
PINN
AI4CE
27
9
0
02 May 2021
Mosaic Flows: A Transferable Deep Learning Framework for Solving PDEs on
  Unseen Domains
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
1