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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 2023Show all

1 paper · 1 filter

hep-lat2023

Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories

Kim A. Nicoli, Christopher J. Anders, Tobias Hartung +3

We study the consequences of mode-collapse of normalizing flows in the context of lattice field theory. Normalizing flows allow for independent sampling. For this reason, it is hop…

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