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researcher

J. Brehmer

24 papers hereh-index 274.6k citations68 works total

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

author position
  • sole author1
  • first author13
  • middle author6
  • last author2

Across the 22 of 24 papers where every author was matched, so the position is known.

fields
  • hep-ph11
  • cs.LG5
  • stat.ML5
  • astro-ph.CO1
  • cs.AI1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20122024
most citedMining for Dark Matter Substructure: Inferring subhalo population properties from strong lenses with machine learning

78 citations · 135 across the 9 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

1 paper · 2 filters

stat.ML2019

The frontier of simulation-based inference

Kyle Cranmer, Johann Brehmer, Gilles Louppe

Many domains of science have developed complex simulations to describe phenomena of interest. While these simulations provide high-fidelity models, they are poorly suited for infer…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.