3 papers
cond-mat.dis-nn2026
Machine Learning Topological Order from Defect Partition Functions
Kazem Bitaghsir Fadafan, Wei Cui, Babak Haghighat +1
We introduce a machine learning framework for extracting Ising topological order from defect partition functions of the two-dimensional Ising model on a torus. Restricted Boltzmann…
hep-th2025
Machine Learning Free Quotients of CICYs
Wei Cui, Xin Gao, Mohsen Karkheiran +1
Free quotients of Calabi-Yau manifolds play an important role in string compactification. In this paper, we explore machine learning techniques, such as fully connected neural netw…
hep-th2024
Modularity of Vafa-Witten Partition Functions from SymTFT
Jin Chen, Wei Cui, Babak Haghighat +1
The 6d (2,0) theory of M5 branes compactified on the product geometry , where is a Kähler 4-manifold, can be studied in two different limits. In one limit, the…