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researcher

K. Nicoli

19 papers hereh-index 9494 citations26 works total

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

author position
  • first author7
  • middle author11

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • hep-lat4
  • quant-ph4
  • cond-mat.stat-mech2
  • cond-mat.str-el2
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedEstimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models

118 citations · 280 across the 17 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

hep-lat2020★ 118 cited

Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models

Kim A. Nicoli, Christopher J. Anders, Lena Funcke +5

In this work, we demonstrate that applying deep generative machine learning models for lattice field theory is a promising route for solving problems where Markov Chain Monte Carlo…

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