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Autoencoders for anomaly detection at LHCb

In the following work, a Machine Learning tool that differentiates typical Standard Model events from Beyond Standard Model was developed. The algorithm, called Autoencoder, was able to successfully separate a specific low mass model of dark shower topology (soft bomb events) from Standard Model, sh...

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Detalles Bibliográficos
Autor principal: Radziunas Salinas, Yago
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2833850