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FlashSim: accelerating HEP simulation with an end-to-end Machine Learning framework

We developed a first prototype of an end-to-end machine learning based simulation framework for arbitrary analysis ntuples at the CMS experiment. Such a framework, called FlashSim, was capable of simulating a wide variety of physical objects with good performance on 1d distributions, correlations an...

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Detalles Bibliográficos
Autor principal: Vaselli, Francesco
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2869306