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Accelerating dark matter search in emulsion SHiP detector by deep learning

We introduce a novel approach for the reconstruction of particle properties for the SHiP detector. The SHiP experiment significantly focuses on finding effects of dark matter particle interaction. A characteristic trace of such an interaction is an electromagnetic shower. Our algorithm aims to recon...

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Detalles Bibliográficos
Autores principales: Shirobokov, S K, Ustyuzhanin, A E, Golutvin, A I
Lenguaje:eng
Publicado: IOP 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/1525/1/012087
http://cds.cern.ch/record/2725606