Simulating the LHCb hadron calorimeter with generative adversarial networks

Generative adversarial networks are known as a tool for fast simulation of data. Our aim is to research and develop a physical application of these tools by simulating LHCb hadron calorimeter (HCAL) in order to speed up the Monte Carlo datasets production.

Detalles Bibliográficos
Autores principales: Lancierini, D, Owen, P, Serra, N
Lenguaje:eng
Publicado: 2019
Materias:
Particle Physics - Experiment
Computing and Computers
Acceso en línea:https://dx.doi.org/10.1393/ncc/i2019-19197-3
http://cds.cern.ch/record/2834891
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author Lancierini, D
Owen, P
Serra, N
author_facet Lancierini, D
Owen, P
Serra, N
author_sort Lancierini, D
collection CERN
description Generative adversarial networks are known as a tool for fast simulation of data. Our aim is to research and develop a physical application of these tools by simulating LHCb hadron calorimeter (HCAL) in order to speed up the Monte Carlo datasets production.
id cern-2834891
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
record_format invenio
spelling cern-28348912022-09-29T19:56:21Zdoi:10.1393/ncc/i2019-19197-3http://cds.cern.ch/record/2834891engLancierini, DOwen, PSerra, NSimulating the LHCb hadron calorimeter with generative adversarial networksParticle Physics - ExperimentComputing and ComputersGenerative adversarial networks are known as a tool for fast simulation of data. Our aim is to research and develop a physical application of these tools by simulating LHCb hadron calorimeter (HCAL) in order to speed up the Monte Carlo datasets production.oai:cds.cern.ch:28348912019
spellingShingle Particle Physics - Experiment
Computing and Computers
Lancierini, D
Owen, P
Serra, N
Simulating the LHCb hadron calorimeter with generative adversarial networks
title Simulating the LHCb hadron calorimeter with generative adversarial networks
title_full Simulating the LHCb hadron calorimeter with generative adversarial networks
title_fullStr Simulating the LHCb hadron calorimeter with generative adversarial networks
title_full_unstemmed Simulating the LHCb hadron calorimeter with generative adversarial networks
title_short Simulating the LHCb hadron calorimeter with generative adversarial networks
title_sort simulating the lhcb hadron calorimeter with generative adversarial networks
topic Particle Physics - Experiment
Computing and Computers
url https://dx.doi.org/10.1393/ncc/i2019-19197-3
http://cds.cern.ch/record/2834891
work_keys_str_mv AT lancierinid simulatingthelhcbhadroncalorimeterwithgenerativeadversarialnetworks
AT owenp simulatingthelhcbhadroncalorimeterwithgenerativeadversarialnetworks
AT serran simulatingthelhcbhadroncalorimeterwithgenerativeadversarialnetworks

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