326 citations · 749 across the 18 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024★ 4 cited
X-MeshGraphNet: Scalable Multi-Scale Graph Neural Networks for Physics Simulation
Mohammad Amin Nabian, Chang Liu, Rishikesh Ranade +1
Graph Neural Networks (GNNs) have gained significant traction for simulating complex physical systems, with models like MeshGraphNet demonstrating strong performance on unstructure…
cs.LG2024★ 5 cited
Virtual Foundry Graphnet for Metal Sintering Deformation Prediction
Rachel, Chen, Juheon Lee +4
Metal Sintering is a necessary step for Metal Injection Molded parts and binder jet such as HP's metal 3D printer. The metal sintering process introduces large deformation varying…