MATH · IN · MODELS

Atomistic/Equivariant Graph Neural Network

various (academic)

Structures found in this family (1)

By model (3)

MACE (higher-order equivariant message-passing potential)
PaiNN (polarizable atom interaction neural network)

Papers

Information Routing in Atomistic Foundation Models: How Task Alignment and Equivariance Shape Linear Disentanglement (2026)