Real space mapping of topological invariants using artificial neural networks

D. Carvalho, N. A. Garcia-Martinez, J. L. Lado +1

Topological invariants allow to characterize Hamiltonians, predicting the existence of topologically protected in-gap modes. Those invariants can be computed by tracing the evoluti…