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IDEA Dual-Readout Calorimeter Simulation

The IDEA Experiment envisaged at future $e^+$ $e^-$ circular colliders (FCC-ee and CEPC) is currently under design and optimization with dedicated full-simulation investigations. We review the design of the IDEA fully-projective fiber-based dual-readout calorimeter simulation. Particular attention i...

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Detalles Bibliográficos
Autores principales: Pezzotti, Lorenzo, Villa, Alessandro
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.398.0777
http://cds.cern.ch/record/2827233
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author Pezzotti, Lorenzo
Villa, Alessandro
author_facet Pezzotti, Lorenzo
Villa, Alessandro
author_sort Pezzotti, Lorenzo
collection CERN
description The IDEA Experiment envisaged at future $e^+$ $e^-$ circular colliders (FCC-ee and CEPC) is currently under design and optimization with dedicated full-simulation investigations. We review the design of the IDEA fully-projective fiber-based dual-readout calorimeter simulation. Particular attention is given to general and fundamental limitations of calorimeters operating at colliders, together with the path for the reconstruction of events with complex topologies. Through the study of the distinction between $\gamma$ and $\pi^0$, we illustrate the outstanding particle identification capabilities given by a millimeter shower sampling coupled to modern convolutional neural networks.
id cern-2827233
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
record_format invenio
spelling cern-28272332022-09-16T21:13:04Zdoi:10.22323/1.398.0777http://cds.cern.ch/record/2827233engPezzotti, LorenzoVilla, AlessandroIDEA Dual-Readout Calorimeter SimulationDetectors and Experimental TechniquesThe IDEA Experiment envisaged at future $e^+$ $e^-$ circular colliders (FCC-ee and CEPC) is currently under design and optimization with dedicated full-simulation investigations. We review the design of the IDEA fully-projective fiber-based dual-readout calorimeter simulation. Particular attention is given to general and fundamental limitations of calorimeters operating at colliders, together with the path for the reconstruction of events with complex topologies. Through the study of the distinction between $\gamma$ and $\pi^0$, we illustrate the outstanding particle identification capabilities given by a millimeter shower sampling coupled to modern convolutional neural networks.oai:cds.cern.ch:28272332022
spellingShingle Detectors and Experimental Techniques
Pezzotti, Lorenzo
Villa, Alessandro
IDEA Dual-Readout Calorimeter Simulation
title IDEA Dual-Readout Calorimeter Simulation
title_full IDEA Dual-Readout Calorimeter Simulation
title_fullStr IDEA Dual-Readout Calorimeter Simulation
title_full_unstemmed IDEA Dual-Readout Calorimeter Simulation
title_short IDEA Dual-Readout Calorimeter Simulation
title_sort idea dual-readout calorimeter simulation
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.22323/1.398.0777
http://cds.cern.ch/record/2827233
work_keys_str_mv AT pezzottilorenzo ideadualreadoutcalorimetersimulation
AT villaalessandro ideadualreadoutcalorimetersimulation