Robust Identification of Topological Phase Transition by Self-Supervised Machine Learning Approach

Chi-Ting Ho, Daw-Wei Wang

We propose a systematic methodology to identify the topological phase transition through a self-supervised machine learning model, which is trained to correlate system parameters t…