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Finding the Right Primary Vertex Using Machine Learning

We use a binary classification neural network to find the primary vertex relating to a bottom quark decay using information on the number of tracks measured and certain input variables. Different machine learning packages were explored and models were built using XGboost, Keras and PyTorch. A final...

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Detalles Bibliográficos
Autor principal: Mcdowall, Kieran Andrew
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2826680

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