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researcher

G. Kanwar

44 papers hereh-index 181.5k citations52 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author4
  • middle author34
  • last author3

Across the 43 of 44 papers where every author was matched, so the position is known.

fields
  • hep-lat39
  • quant-ph2
  • hep-ph1
  • nucl-th1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFlow-based generative models for Markov chain Monte Carlo in lattice field theory

222 citations · 1.1k across the 42 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

hep-lat2019★ 2 cited

Lattice Analysis of SU(2) with 1 Adjoint Dirac Flavor

Zhen Bi, Anthony Grebe, Gurtej Kanwar +3

Recently SU(2) Yang-Mills theory with one massless adjoint Dirac quark flavor emerges as a novel critical theory that can describe the evolution between a trivial insulator and a…

hep-lat2019★ 222 cited

Flow-based generative models for Markov chain Monte Carlo in lattice field theory

M. S. Albergo, G. Kanwar, P. E. Shanahan

A Markov chain update scheme using a machine-learned flow-based generative model is proposed for Monte Carlo sampling in lattice field theories. The generative model may be optimiz…

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