Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs

Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs

21 May 2023

Ming Jin

Philip S. Yu

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

6 / 6 papers shown

Title
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks Ziqiang Liu Xiaoda Wang Bohan Wang Zijie Huang Carl Yang Wei-dong Jin AI4TS AI4CE 170 1 0 29 Mar 2025
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 32 0 0 11 Oct 2024
Graph Neural Stochastic Differential Equations Richard Bergna Felix L. Opolka Pietro Lio Jose Miguel Hernandez-Lobato 24 2 0 23 Aug 2023
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection Ming Jin Huan Yee Koh Qingsong Wen Daniele Zambon Cesare Alippi G. I. Webb Irwin King Shirui Pan AI4TS AI4CE 44 143 0 07 Jul 2023
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 184 1,941 0 02 Feb 2020
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 280 1,401 0 01 Dec 2016