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20212026
most citedGenerative learning for the problem of critical slowing down in lattice Gross Neveu model

8 citations · 18 across the 7 of their papers we have counts for

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physics.comp-ph2023

Improvement of Heatbath Algorithm in LFT using Generative models

Ali Faraz, Ankur Singha, Dipankar Chakrabarti +2

The Heatbath Algorithm is commonly used for sampling in local lattice field theories, but performing exact updates or sampling from the local density is challenging when dealing wi…

hep-lat2023★ 7 cited

Sampling U(1) gauge theory using a re-trainable conditional flow-based model

Ankur Singha, Dipankar Chakrabarti, Vipul Arora

Sampling topological quantities in the Monte Carlo simulation of Lattice Gauge Theory becomes challenging as we approach the continuum limit of the theory. In this work, we introdu…