Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks

Longde Huang, Oleksandr Balabanov, Hampus Linander +3

Equivariant network architectures are a well-established tool for predicting invariant or equivariant quantities. However, almost all learning problems considered in this context f…