Machine learning automorphic forms for black holes

Vishnu Jejjala, Suresh Nampuri, Dumisani Nxumalo +2

Modular, Jacobi, and mock-modular forms serve as generating functions for BPS black hole degeneracies. By training feed-forward neural networks on Fourier coefficients of automorph…