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Explainable machine learning of the underlying physics of high-energy particle collisions

We present an implementation of an explainable and physics-aware machine learning model capable of inferring the underlying physics of high-energy particle collisions using the information encoded in the energy-momentum four-vectors of the final state particles. We demonstrate the proof-of-concept o...

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Detalhes bibliográficos
Main Authors: Yue Shi Lai, Duff Neill, Mateusz Płoskoń, Felix Ringer
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-06-01
Colecção:Physics Letters B
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S0370269322001897
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