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20222025
most citedGPU-Acceleration of Tensor Renormalization with PyTorch using CUDA

18 citations · 30 across the 9 of their papers we have counts for

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hep-lat2025

Quantum Ising Model on Dimensional Antide Sitter Space using Tensor Networks

Abhishek Samlodia, Simon Catterall, Alexander F. Kemper +2

We study the quantum Ising model on (2+1)-dimensional anti-de Sitter space using Matrix Product States (MPS) and Matrix Product Operators (MPOs). We explore the bulk phase diagram…

hep-lat2025

Symmetries and Anomalies of Hamiltonian Staggered Fermions

Simon Catterall, Arnab Pradhan, Abhishek Samlodia

We review the shift (translation) and time reversal symmetries of Hamiltonian staggered fermions and their connection to continuum symmetries concentrating in particular on the cas…

hep-lat2024★ 11 cited

Phase diagram of generalized XY model using tensor renormalization group

Abhishek Samlodia, Vamika Longia, Raghav G. Jha +1

We use the higher-order tensor renormalization group method to study the two-dimensional generalized XY model that admits integer and half-integer vortices. This model is the defor…

hep-lat2024★ 1 cited

Fermions, quantum gravity and holography in two dimensions

Muhammad Asaduzzaman, Simon Catterall, Abhishek Samlodia

We study a model comprising flavors of Kähler Dirac fermion propagating on a triangulated two dimensional disk which is constrained to have a negative average bulk curvature. D…

hep-lat2023

Deconfinement Phase Transition in Bosonic BMN Model at General Coupling

Navdeep Singh Dhindsa, Anosh Joseph, Abhishek Samlodia +1

We present our analysis of the deconfinement phase transition in the bosonic BMN matrix model. The model is investigated using a non-perturbative lattice framework. We used the Pol…

hep-lat2023

Investigating the Two-Dimensional Generalized XY Model using Tensor Networks

Vamika Longia, Anosh Joseph, Abhishek Samlodia

The critical behavior of the two-dimensional XY model has been explored in the literature using various methods. They include the high-temperature expansion (HTE) method, Monte Car…

hep-lat2023★ 18 cited

GPU-Acceleration of Tensor Renormalization with PyTorch using CUDA

Raghav G. Jha, Abhishek Samlodia

We show that numerical computations based on tensor renormalization group (TRG) methods can be significantly accelerated with PyTorch on graphics processing units (GPUs) by leverag…

hep-lat2022

Non-perturbative phase structure of the bosonic BMN matrix model

Navdeep Singh Dhindsa, Raghav G. Jha, Anosh Joseph +2

We study the bosonic part of the BMN matrix model for wide ranges of temperatures, values of the deformation parameter, and numbers of colors . Using lattice com…