Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning

Zinan Zheng, Yang Liu, Jia Li +2

Incorporating Euclidean symmetries (e.g. rotation equivariance) as inductive biases into graph neural networks has improved their generalization ability and data efficiency in unbo…