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researcher

J. Brehmer

14 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 author10
  • middle author1
  • last author1

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • hep-ph8
  • stat.ML3
  • astro-ph.CO1
  • cs.AI1
  • cs.LG1

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 · 81 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2020★ 2 cited

Hierarchical clustering in particle physics through reinforcement learning

Johann Brehmer, Sebastian Macaluso, Duccio Pappadopulo +1

Particle physics experiments often require the reconstruction of decay patterns through a hierarchical clustering of the observed final-state particles. We show that this task can…

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