A Graph Neural Network Framework for Grid-Based Simulation

5 February 2022

Papers citing "A Graph Neural Network Framework for Grid-Based Simulation"

4 / 4 papers shown

Title
Use of low-fidelity models with machine-learning error correction for well placement optimization Haoyu Tang L. Durlofsky AI4CE 19 18 0 30 Oct 2021
Learning Mesh-Based Simulation with Graph Networks Tobias Pfaff Meire Fortunato Alvaro Sanchez-Gonzalez Peter W. Battaglia AI4CE 35 755 0 07 Oct 2020
Learning to Simulate Complex Physics with Graph Networks Alvaro Sanchez-Gonzalez Jonathan Godwin Tobias Pfaff Rex Ying J. Leskovec Peter W. Battaglia PINN AI4CE 70 1,062 0 21 Feb 2020
Graph networks as learnable physics engines for inference and control Alvaro Sanchez-Gonzalez N. Heess Jost Tobias Springenberg J. Merel Martin Riedmiller R. Hadsell Peter W. Battaglia GNN AI4CE PINN OCL 69 597 0 04 Jun 2018