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researcher

Sophia Vent

4 papers hereh-index 274 citations4 works total

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

author position
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Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • hep-ph4

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedGenerative Networks for Precision Enthusiasts

69 citations · 69 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

hep-ph2025

The Physics Behind ML-based Quark-Gluon Taggers

Sophia Vent, Ramon Winterhalder, Tilman Plehn

Jet taggers provide an ideal testbed for applying explainability techniques to powerful ML tools. For theoretically and experimentally challenging quark-gluon tagging, we first ide…

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