Neural Network flows of low q-state Potts and clock Models

Dimitrios Giataganas, Ching-Yu Huang, Feng-Li Lin

It is known that a trained Restricted Boltzmann Machine (RBM) on the binary Monte Carlo Ising spin configurations, generates a series of iterative reconstructed spin configurations…