Classifying topological neural network quantum states via diffusion maps

Yanting Teng, Subir Sachdev, Mathias S. Scheurer

We discuss and demonstrate an unsupervised machine-learning procedure to detect topological order in quantum many-body systems. Using a restricted Boltzmann machine to define a var…