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From the 1 of 5 linked papers with an AI index.

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20242026
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5 papers

hep-th2026

Holography from number theory: Emergent holographic AdS space-time from exact BPS black hole microstate counting

Gabriel Lopes Cardoso, Suresh Nampuri

The paper demonstrates that exact number‑theoretic counting formulas for 4D BPS black‑hole microstates can be recast as calculations in a conformal quantum‑mechanics model, which y…

hep-th2025

Exact BPS black hole microstate counting from holographic conformal quantum mechanics

Gabriel Lopes Cardoso, Suresh Nampuri

In this note, we develop a prescription for describing BPS black hole microstates in terms of a holographic conformal quantum mechanics (CQM) model dual to the near-horizon

hep-th2025

Bulk-boundary entanglement correspondence and the Ryu-Takayanagi conjecture in an setup

Gabriel Lopes Cardoso, Bernardo Moniz Martins, Suresh Nampuri

Using recent developments in expressing one-loop partition functions in Euclidean space-times in terms of character integrals, we relate the one-loop effective action for a…

hep-th2025

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…

hep-th2024

Classical integrability in the presence of a cosmological constant: analytic and machine learning results

Gabriel Lopes Cardoso, Damián Mayorga Peña, Suresh Nampuri

We study the integrability of two-dimensional theories that are obtained by a dimensional reduction of certain four-dimensional gravitational theories describing the coupling of Ma…