Machine Learning Topological Order from Defect Partition Functions

Kazem Bitaghsir Fadafan, Wei Cui, Babak Haghighat +1

We introduce a machine learning framework for extracting Ising topological order from defect partition functions of the two-dimensional Ising model on a torus. Restricted Boltzmann…