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Graph Neural Network Based Surrogate Model of Physics Simulations for
  Geometry Design

Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design

1 February 2023
Jian Cheng Wong
C. Ooi
Joyjit Chattoraj
Lucas Lestandi
Guoying Dong
Umesh Kizhakkinan
D. W. Rosen
M. Jhon
M. Dao
    AI4CE
    PINN
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Papers citing "Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design"

3 / 3 papers shown
Title
Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling
Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling
Yu-Hsuan Chen
Jing Bi
Cyril Ngo Ngoc
Victor Oancea
Jonathan Cagan
L. Kara
AI4CE
24
0
0
27 Apr 2025
A review of graph neural network applications in mechanics-related
  domains
A review of graph neural network applications in mechanics-related domains
Yingxue Zhao
Haoran Li
Haosu Zhou
H. Attar
Tobias Pfaff
Nan Li
AI4CE
27
5
0
10 Jul 2024
An Implicit GNN Solver for Poisson-like problems
An Implicit GNN Solver for Poisson-like problems
Matthieu Nastorg
M. Bucci
T. Faney
J. Gratien
Guillaume Charpiat
Marc Schoenauer
AI4CE
34
2
0
06 Feb 2023
1