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researcher

Michel Luchmann

7 papers hereh-index 7372 citations8 works total

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

author position
  • middle author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • hep-ph7

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedMachine Learning and LHC Event Generation

113 citations · 319 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

hep-ph2021★ 1 cited

From Models to SMEFT and Back?

Ilaria Brivio, Sebastian Bruggisser, Emma Geoffray +5

We present a global analysis of the Higgs and electroweak sector, in the SMEFT framework and matched to a UV-completion. As the UV-model we use the triplet extension of the electro…

hep-ph2021★ 81 cited

Understanding Event-Generation Networks via Uncertainties

Marco Bellagente, Manuel Haußmann, Michel Luchmann +1

Following the growing success of generative neural networks in LHC simulations, the crucial question is how to control the networks and assign uncertainties to their event output.…

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