GNN-based physics solver for time-independent PDEs

28 March 2023

Papers citing "GNN-based physics solver for time-independent PDEs"

4 / 4 papers shown

Title
Digital Twin Synchronization: Bridging the Sim-RL Agent to a Real-Time Robotic Additive Manufacturing Control Matsive Ali Sandesh Giri Sen Liu Qin Yang AI4CE 201 0 0 29 Jan 2025
ML-based identification of the interface regions for coupling local and nonlocal models Noujoud Nader Patrick Diehl Marta DÉlia Christian Glusa Serge Prudhomme 129 1 0 23 Apr 2024
Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networksChaos (Chaos), 2023 N. R. Franco S. Fresca Filippo Tombari Andrea Manzoni AI4CE 175 29 0 03 Aug 2023
A graph convolutional autoencoder approach to model order reduction for parametrized PDEsJournal of Computational Physics (JCP), 2023 F. Pichi B. Moya J. Hesthaven AI4CE 223 74 0 15 May 2023