Machine learning modularity
hep-th, cs.LG
Submitted: 2026-01-05
Updated: 2026-10-07
Code: https://github.com/stringer07/ML_Modularity
Terminology
Sources
- An extremization principle for the entropy of rotating BPS black holes in AdS$_5$
- Microscopic origin of the Bekenstein-Hawking entropy of supersymmetric AdS$_{\bf 5}$ black holes
- Black holes in 4d $\mathcal{N}=4$ Super-Yang-Mills
- Residues, modularity, and the Cardy limit of the 4d $\mathcal{N}=4$ superconformal index
- Factorisation and holomorphic blocks in 4d
- Higgs branch localization of $\mathcal{N}=1$ theories on $S^3 \times S^1$
- Modularity of supersymmetric partition functions
- Localization of 4d $\mathcal{N}=1$ theories on $\mathbb{D}^2\times \mathbb{T}^2$
- Supersymmetric phases of 4d N=4 SYM at large N
- The large-$N$ limit of the 4d $\mathcal{N}=1$ superconformal index
- Quantum Black Holes, Wall Crossing, and Mock Modular Forms
- Large AdS black holes from QFT
- Factorization of 4d N=1 superconformal index
- $SL(3,\mathbb{Z})$ Modularity and New Cardy Limits of the $\mathcal{N}=4$ Superconformal Index
- A gravity interpretation for the Bethe Ansatz expansion of the $\mathcal{N}=4$ SYM index
- The large-$N$ limit of 4d superconformal indices for general BPS charges
- Quantum Phases of $4d$ $SU(N)$ $\mathcal{N}=4$ SYM
- On the 4d superconformal index near roots of unity: Bulk and Localized contributions
- Large $N$ Universality of 4d $\mathcal{N}=1$ Superconformal Index and AdS Black Holes
- The Bethe Ansatz for the superconformal index with unequal angular momenta
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