Papers

Learning Mesh-Based Simulation with Graph Networks

Pfaff, Fortunato, Sanchez-Gonzalez, Battaglia · ICLR 2021 · Graphs

What it does

Message passing on the simulation mesh itself, node to node along edges.

Why it matters

Made mesh-native learning standard; still the baseline for structures and crash.

Read the paper