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Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs

Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs

21 May 2023
Guangsi Shi
Daokun Zhang
Ming Jin
Shirui Pan
Philip S. Yu
    AI4CE
ArXivPDFHTML

Papers citing "Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs"

4 / 4 papers shown
Title
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Z. Liu
Xiaoda Wang
Bohan Wang
Zijie Huang
Carl Yang
Wei-dong Jin
AI4TS
AI4CE
44
0
0
29 Mar 2025
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with
  Neural Rendering
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
Jiaxu Wang
Jingkai Sun
Junhao He
Ziyi Zhang
Qiang Zhang
Mingyuan Sun
Renjing Xu
AI4CE
28
0
0
11 Oct 2024
A Survey on Knowledge Graphs: Representation, Acquisition and
  Applications
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Shaoxiong Ji
Shirui Pan
Erik Cambria
Pekka Marttinen
Philip S. Yu
166
1,877
0
02 Feb 2020
Interaction Networks for Learning about Objects, Relations and Physics
Interaction Networks for Learning about Objects, Relations and Physics
Peter W. Battaglia
Razvan Pascanu
Matthew Lai
Danilo Jimenez Rezende
Koray Kavukcuoglu
AI4CE
OCL
PINN
GNN
255
1,394
0
01 Dec 2016
1