Constraining effective field theories with machine learning

An important part of the Large Hadron Collider (LHC) legacy will be precise limits on indirect effects of new physics, framed for instance in terms of an effective field theory. These measurements often involve many theory parameters and observables, which makes them challenging for traditional anal...

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Bibliographic Details
Main Authors: Brehmer Johann, Cranmer Kyle, Espejo Irina, Held Alexander, Kling Felix, Louppe Gilles, Pavez Juan
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2020/21/epjconf_chep2020_06026.pdf

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