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Searching for Unexpected New Physics at the LHC with Machine Learning

New Physics Learning Machine (NPLM) is a machine-learning based strategy to detect data departures from a Reference hypothesis (the Standard Model), with no prior bias on the source of the discrepancy responsible for it. The main idea behind the method is to approximate the log- likelihood-ratio hyp...

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Detalles Bibliográficos
Autor principal: Grosso, Gaia
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2860136