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.

Authors & affiliations

• Ian Lewis — Clemson University (Creative Inquiry)
• Toby Cox — Clemson University (Creative Inquiry)

Mentors

• Nathan Jones
• Rong Ge
• Sumanta Tewari
• Binayyak Roy

Files

• Project showcase: CI Posters