"topological invariants" Papers

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Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural Networks

Longde Huang, Oleksandr Balabanov, Hampus Linander et al.

NeurIPS 2025poster

Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity

Yam Eitan, Yoav Gelberg, Guy Bar-Shalom et al.

ICLR 2025posterarXiv:2408.05486
10
citations