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VERSION:2.0
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SUMMARY:COLLOQUIUM - "Modern Machine Learning for LHC Theory" by Tilman Pl
 ehn (Heidelberg University)
DTSTART:20260417T090000Z
DTEND:20260417T100000Z
DTSTAMP:20260414T140300Z
UID:indico-event-7428@indico.nikhef.nl
DESCRIPTION:Machine learning is not only transforming our lives\, but also
  transforming the way we do particle theory. I will describe a few ML-appl
 ications in particle theory\, leading to symmetries\, uncertainties\, and 
 eventually physics-specific representation learning. I will then give exam
 ples how we can use learned representations to improve network performance
  and to understand what our networks do. Finally\, I will briefly show how
  LLM agents change the way we run simulation tools for the LHC.\n\nhttps:/
 /indico.nikhef.nl/event/7428/
LOCATION:Colloquium (Nikhef)
URL:https://indico.nikhef.nl/event/7428/
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