Detecting Majorana Zero Mode with ResNet and Winding Number Invariant
Mentored by Nathan Jones, Rong Ge, Sumanta Tewari, Binayyak Roy
Poster preview coming soon
Abstract
We train a ResNet on simulated conductance/wavefunction data to classify the presence of Majorana zero modes and compare classifier outputs to winding-number-based invariants. Results indicate complementary strengths for data-driven and analytic approaches.