Deep Learning Topological Invariants of Band Insulators

Ning Sun, Jinmin Yi, Pengfei Zhang +2

In this work we design and train deep neural networks to predict topological invariants for one-dimensional four-band insulators in AIII class whose topological invariant is the wi…