7 papers
Criticality in Neural Network Function Space through Wilsonian Fixed Points and Finite-Width Corrections
Eric Howard, Iftekher S. Chowdhury, Hardique Dasore +1
Neural networks can be studied not only as parameterized computational models but also as probability distributions over functions. In this paper we develop a Wilsonian interpretat…
Dirac-Line Criticality and Emergent Horizons in Weyl Lifshitz Transitions
Iftekher S. Chowdhury, Hom Nath Dhungana, Shah Haque +2
Type-II Weyl fermions may emerge behind the event horizon of black holes. We employ the Painlevé-Gullstrand metric to study the surface of the Lifshitz transition at the horizon, e…
Detection of Dark Matter using levitated nanoparticles within a Bessel-Gaussian beam via Yukawa coupling
Iftekher S. Chowdhury, Binay Prakash Akhouri, Shah Haque +2
We present a novel experimental approach to detect dark matter by probing Yukawa interactions, commonly referred to as a fifth force, between dark matter and baryonic matter. Our m…
Mutual information and correlation measures in holographic RG flows
Iftekher S. Chowdhury, Binay Prakash Akhouri, Shah Haque +1
This paper investigates the behavior of mutual information, entanglement negativity, and multipartite correlations in holographic RG flows, particularly during phase transitions. M…
Finite-temperature CFT in Rindler Vacuum
Iftekher S. Chowdhury, Binay Prakash Akhouri, Shah Haque +1
This paper investigates the finite-temperature behavior of Conformal Field Theory (CFT) in Rindler vacuum, focusing on the relation between acceleration and thermality in quantum f…
Autoencoder-based learning of Quantum phase transitions in the two-component Bose-Hubbard model
Iftekher S. Chowdhury, Binay Prakash Akhouri, Shah Haque +1
This paper investigates the use of autoencoders and machine learning methods for detecting and analyzing quantum phase transitions in the Two-Component Bose-Hubbard Model. By lever…
Simulating black hole quantum dynamics on an optical lattice using the complex Sachdev-Ye-Kitaev model
Iftekher S. Chowdhury, Binay Prakash Akhouri, Shah Haque +2
We propose a low energy model for simulating an analog black hole on an optical lattice using ultracold atoms. Assuming the validity of the holographic principle, we employ the Sac…