Skip to content

This page was last updated on 2024-07-17 08:45:40 UTC

Recommendations for the article Learning Mesh-Based Simulation with Graph Networks

Abstract Title Authors Publication Date Journal/ Conference Citation count Highest h-index
visibility_off Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics Brian Bartoldson, Yeping Hu, Amarjeet Saini, Jose Cadena, Yu-Hang Fu, Jie Bao, Zhijie Xu, Brenda Ng, P. Nguyen 2023-04-01 ArXiv 0 12
visibility_off MultiScale MeshGraphNets Meire Fortunato, Tobias Pfaff, Peter Wirnsberger, A. Pritzel, Peter W. Battaglia 2022-10-02 ArXiv 45 27
visibility_off Learning to Simulate Complex Physics with Graph Networks Alvaro Sanchez-Gonzalez, Jonathan Godwin, T. Pfaff, Rex Ying, J. Leskovec, P. Battaglia 2020-02-21 ArXiv 846 134
visibility_off SURF: A Generalization Benchmark for GNNs Predicting Fluid Dynamics Stefan Künzli, Florian Grötschla, Joël Mathys, R. Wattenhofer 2023-10-30 ArXiv 0 18
visibility_off Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations Roberto Perera, V. Agrawal 2024-02-14 ArXiv 1 10
visibility_off Learning rigid dynamics with face interaction graph networks Kelsey R. Allen, Yulia Rubanova, Tatiana Lopez-Guevara, William F. Whitney, Alvaro Sanchez-Gonzalez, P. Battaglia, T. Pfaff 2022-12-07 ArXiv 21 46
visibility_off Learning Controllable Adaptive Simulation for Multi-resolution Physics Tailin Wu, T. Maruyama, Qingqing Zhao, Gordon Wetzstein, J. Leskovec 2023-05-01 ArXiv 12 134
Abstract Title Authors Publication Date Journal/Conference Citation count Highest h-index