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Improved calorimetric particle identification in NA62 using machine learning techniques
Measurement of the ultra-rare $K^+\to\pi^+\nu\bar\nu$ decay at the NA62 experiment at CERN requires high-performance particle identification to distinguish muons from pions. Calorimetric identification currently in use, based on a boosted decision tree algorithm, achieves a muon misidentification pr...
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Lenguaje: | eng |
Publicado: |
2023
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Materias: | |
Acceso en línea: | http://cds.cern.ch/record/2823838 |
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author | Cortina Gil, Eduardo Minucci, Elisa Padolski, Sergey Petrov, Plamen Velghe, Bob Bryman, Douglas Fu, Ji Numao, Toshio Petrov, Yevgeniy Wong, Vincent Wai Sum Yu, Mengda Fedorko, Wojciech Husek, Tomas Kampf, Karol Zamkovsky, Michal Jerhot, Jan Aliberti, Riccardo Khoriauli, Gia Kunze, Jonas Lomidze, David Marchevski, Radoslav Peruzzo, Letizia Vormstein, Mario Wanke, Rainer Cotta Ramusino, Angelo Dalpiaz, Pietro Fiorini, Massimiliano Gamberini, Enrico Gianoli, Alberto Neri, Ilaria Norton, Alan Petrucci, Ferruccio Wahl, Heinrich Bizzeti, Andrea Bucci, Francesca Iacopini, Enrico Latino, Giuseppe Lenti, Massimo Parenti, Andrea Volpe, Roberta Antonelli, Antonella Gonnella, Francesco Lamanna, Gianluca Lanfranchi, Gaia Tinti, Gemma Martellotti, Silvia Moulson, Matthew Kozhuharov, Venelin Litov, Leandar Georgiev, Georgi Raggi, Mauro Spadaro, Tommaso Ambrosino, Fabio Fiorenza, Renato Capussela, Tiziana Corvino, Michele Di Filippo, Domenico Massarotti, Paolo Mirra, Marco Napolitano, Marco Saracino, Giulio Anzivino, Giuseppina Imbergamo, Ermanno Lollini, Riccardo Santoni, Cristiano Brizioli, Francesco Barbanera, Mattia Cenci, Patrizia Checcucci, Bruno Duk, Viacheslav Lupi, Matteo Pepe, Monica Piccini, Mauro Lubrano, Pasquale Costantini, Flavio Doble, Niels Giorgi, Marcello Giudici, Sergio Lari, Enrico Pinzino, Jacopo Pontisso, Luca Sozzi, Marco Di Lella, Luigi Mannelli, Italo Cerri, Claudio Fantechi, Riccardo Pedreschi, Elena Piandani, Roberto Spinella, Franco Biagioni, Andrea D'Agostini, Giulio Leonardi, Emanuele Lonardo, Alessandro Valente, Paolo Vicini, Piero Cretaro, Paolo Turisini, Matteo Frezza, Ottorino Ammendola, Roberto Bonaiuto, Vincenzo De Simone, Nicola Federici, Luca Fucci, Adolfo Salamon, Andrea Sargeni, Fausto Arcidiacono, Roberta Biino, Cristina Bloch-Devaux, Brigitte Boretto, Marco Filippi, Alessandra Iacobuzio, Lorenza Marchetto, Flavio Menichetti, Ezio Migliore, Ernesto Soldi, Dario Engelfried, Jürgen Estrada-Tristan, Nora Bragadireanu, Alexandru Mario Ghinescu, Stefan Alexandru Hutanu, Ovidiu Emanuel Enik, Temur Falaleev, Valeri Kekelidze, Vladimir Korotkova, Anna Madigozhin, Dmitry Misheva, Milena Molokanova, Natalia Movchan, Sergei Polenkevich, Irina Potrebenikov, Yuri Shkarovskiy, Sergey Zinchenko, Andrey Baeva, Aigul Baigarashev, Dosbol Emelyanov, Dmitry Fedotov, Sergei Khotyantsev, Alexey Gushchin, Evgeny Kleimenova, Alina Kudenko, Yury Kurochka, Viktoriia Medvedeva, Mariia Mefodev, Aleksandr Shaikhiev, Artur Kholodenko, Sergey Kurshetsov, Viktor Obraztsov, Vladimir Ostankov, Aleksandr Semenov, Vitali Sugonyaev, Valentin Yushchenko, Oleg Bician, Lubos Blazek, Tomas Cerny, Vladimir Koval, Michal Kucerova, Zuzana Ceccucci, Augusto Bernhard, Johannes Danielsson, Hans Döbrich, Babette Duval, Francois Gatignon, Lau Guida, Roberto Hahn, Ferdinand Holzer, Eva Barbara Jenninger, Berthold Laycock, Paul Lehmann Miotto, Giovanna Lichard, Peter Mapelli, Alessandro Noy, Matthew Palladino, Vito Perrin-Terrin, Mathieu Ruggiero, Giuseppe Ryjov, Vladimir Schuchmann, Simone Venditti, Stefano Brunetti, Maria Brigida Bache, Thomas Goudzovski, Evgueni Henshaw, Jack Tomczak, Adam Lazzeroni, Cristina Fascianelli, Valeria Lurkin, Nicolas Newson, Francis Parkinson, Christopher Romano, Angela Sergi, Antonino Sturgess, Andrew Swallow, Joel Heath, Helen Page, Ryan Trilov, Stoyan Angelucci, Bruno Britton, David Protopopescu, Dan Graham, Connor Jones, Roger William Lewis Dainton, John Bourke Fry, John Richard Fulton, Liam Hutchcroft, David Carmignani, Joseph Massri, Karim Maurice, Emilie Wrona, Bozydar Conovaloff, Adam Cooper, Peter Coward, David Rubin, Philip David Hives, Zdenko Akmete, Atakan Tugberk Soldani, Mattia Bandiera, Laura Mazzolari, Andrea Romagnoni, Marco Sytov, Alexei Panichi, Ilaria Lo Chiatto, Prisco D'Errico, Mariaelena Giordano, Raffaele Briano Olvera, Alejandro Reyes Santos, Marco Antonio Boboc, Petre Kereibay, Dias Gorshanov, Konstantin Okhotnikov, Artem Sadovskiy, Alexander Sanders, Jack |
author_facet | Cortina Gil, Eduardo Minucci, Elisa Padolski, Sergey Petrov, Plamen Velghe, Bob Bryman, Douglas Fu, Ji Numao, Toshio Petrov, Yevgeniy Wong, Vincent Wai Sum Yu, Mengda Fedorko, Wojciech Husek, Tomas Kampf, Karol Zamkovsky, Michal Jerhot, Jan Aliberti, Riccardo Khoriauli, Gia Kunze, Jonas Lomidze, David Marchevski, Radoslav Peruzzo, Letizia Vormstein, Mario Wanke, Rainer Cotta Ramusino, Angelo Dalpiaz, Pietro Fiorini, Massimiliano Gamberini, Enrico Gianoli, Alberto Neri, Ilaria Norton, Alan Petrucci, Ferruccio Wahl, Heinrich Bizzeti, Andrea Bucci, Francesca Iacopini, Enrico Latino, Giuseppe Lenti, Massimo Parenti, Andrea Volpe, Roberta Antonelli, Antonella Gonnella, Francesco Lamanna, Gianluca Lanfranchi, Gaia Tinti, Gemma Martellotti, Silvia Moulson, Matthew Kozhuharov, Venelin Litov, Leandar Georgiev, Georgi Raggi, Mauro Spadaro, Tommaso Ambrosino, Fabio Fiorenza, Renato Capussela, Tiziana Corvino, Michele Di Filippo, Domenico Massarotti, Paolo Mirra, Marco Napolitano, Marco Saracino, Giulio Anzivino, Giuseppina Imbergamo, Ermanno Lollini, Riccardo Santoni, Cristiano Brizioli, Francesco Barbanera, Mattia Cenci, Patrizia Checcucci, Bruno Duk, Viacheslav Lupi, Matteo Pepe, Monica Piccini, Mauro Lubrano, Pasquale Costantini, Flavio Doble, Niels Giorgi, Marcello Giudici, Sergio Lari, Enrico Pinzino, Jacopo Pontisso, Luca Sozzi, Marco Di Lella, Luigi Mannelli, Italo Cerri, Claudio Fantechi, Riccardo Pedreschi, Elena Piandani, Roberto Spinella, Franco Biagioni, Andrea D'Agostini, Giulio Leonardi, Emanuele Lonardo, Alessandro Valente, Paolo Vicini, Piero Cretaro, Paolo Turisini, Matteo Frezza, Ottorino Ammendola, Roberto Bonaiuto, Vincenzo De Simone, Nicola Federici, Luca Fucci, Adolfo Salamon, Andrea Sargeni, Fausto Arcidiacono, Roberta Biino, Cristina Bloch-Devaux, Brigitte Boretto, Marco Filippi, Alessandra Iacobuzio, Lorenza Marchetto, Flavio Menichetti, Ezio Migliore, Ernesto Soldi, Dario Engelfried, Jürgen Estrada-Tristan, Nora Bragadireanu, Alexandru Mario Ghinescu, Stefan Alexandru Hutanu, Ovidiu Emanuel Enik, Temur Falaleev, Valeri Kekelidze, Vladimir Korotkova, Anna Madigozhin, Dmitry Misheva, Milena Molokanova, Natalia Movchan, Sergei Polenkevich, Irina Potrebenikov, Yuri Shkarovskiy, Sergey Zinchenko, Andrey Baeva, Aigul Baigarashev, Dosbol Emelyanov, Dmitry Fedotov, Sergei Khotyantsev, Alexey Gushchin, Evgeny Kleimenova, Alina Kudenko, Yury Kurochka, Viktoriia Medvedeva, Mariia Mefodev, Aleksandr Shaikhiev, Artur Kholodenko, Sergey Kurshetsov, Viktor Obraztsov, Vladimir Ostankov, Aleksandr Semenov, Vitali Sugonyaev, Valentin Yushchenko, Oleg Bician, Lubos Blazek, Tomas Cerny, Vladimir Koval, Michal Kucerova, Zuzana Ceccucci, Augusto Bernhard, Johannes Danielsson, Hans Döbrich, Babette Duval, Francois Gatignon, Lau Guida, Roberto Hahn, Ferdinand Holzer, Eva Barbara Jenninger, Berthold Laycock, Paul Lehmann Miotto, Giovanna Lichard, Peter Mapelli, Alessandro Noy, Matthew Palladino, Vito Perrin-Terrin, Mathieu Ruggiero, Giuseppe Ryjov, Vladimir Schuchmann, Simone Venditti, Stefano Brunetti, Maria Brigida Bache, Thomas Goudzovski, Evgueni Henshaw, Jack Tomczak, Adam Lazzeroni, Cristina Fascianelli, Valeria Lurkin, Nicolas Newson, Francis Parkinson, Christopher Romano, Angela Sergi, Antonino Sturgess, Andrew Swallow, Joel Heath, Helen Page, Ryan Trilov, Stoyan Angelucci, Bruno Britton, David Protopopescu, Dan Graham, Connor Jones, Roger William Lewis Dainton, John Bourke Fry, John Richard Fulton, Liam Hutchcroft, David Carmignani, Joseph Massri, Karim Maurice, Emilie Wrona, Bozydar Conovaloff, Adam Cooper, Peter Coward, David Rubin, Philip David Hives, Zdenko Akmete, Atakan Tugberk Soldani, Mattia Bandiera, Laura Mazzolari, Andrea Romagnoni, Marco Sytov, Alexei Panichi, Ilaria Lo Chiatto, Prisco D'Errico, Mariaelena Giordano, Raffaele Briano Olvera, Alejandro Reyes Santos, Marco Antonio Boboc, Petre Kereibay, Dias Gorshanov, Konstantin Okhotnikov, Artem Sadovskiy, Alexander Sanders, Jack |
author_sort | Cortina Gil, Eduardo |
collection | CERN |
description | Measurement of the ultra-rare $K^+\to\pi^+\nu\bar\nu$ decay at the NA62 experiment at CERN requires high-performance particle identification to distinguish muons from pions. Calorimetric identification currently in use, based on a boosted decision tree algorithm, achieves a muon misidentification probability of $1.2\times 10^{-5}$ for a pion identification efficiency of 75% in the momentum range of 15$-$40 GeV/$c$. In this work, calorimetric identification performance is improved by developing an algorithm based on a convolutional neural network classifier augmented by a filter. Muon misidentification probability is reduced by a factor of six with respect to the current value for a fixed pion-identification efficiency of 75%. Alternatively, pion identification efficiency is improved from 72% to 91% for a fixed muon misidentification probability of $10^{-5}$. |
id | cern-2823838 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2023 |
record_format | invenio |
spelling | cern-28238382023-09-29T02:48:10Zhttp://cds.cern.ch/record/2823838engCortina Gil, EduardoMinucci, ElisaPadolski, SergeyPetrov, PlamenVelghe, BobBryman, DouglasFu, JiNumao, ToshioPetrov, YevgeniyWong, Vincent Wai SumYu, MengdaFedorko, WojciechHusek, TomasKampf, KarolZamkovsky, MichalJerhot, JanAliberti, RiccardoKhoriauli, GiaKunze, JonasLomidze, DavidMarchevski, RadoslavPeruzzo, LetiziaVormstein, MarioWanke, RainerCotta Ramusino, AngeloDalpiaz, PietroFiorini, MassimilianoGamberini, EnricoGianoli, AlbertoNeri, IlariaNorton, AlanPetrucci, FerruccioWahl, HeinrichBizzeti, AndreaBucci, FrancescaIacopini, EnricoLatino, GiuseppeLenti, MassimoParenti, AndreaVolpe, RobertaAntonelli, AntonellaGonnella, FrancescoLamanna, GianlucaLanfranchi, GaiaTinti, GemmaMartellotti, SilviaMoulson, MatthewKozhuharov, VenelinLitov, LeandarGeorgiev, GeorgiRaggi, MauroSpadaro, TommasoAmbrosino, FabioFiorenza, RenatoCapussela, TizianaCorvino, MicheleDi Filippo, DomenicoMassarotti, PaoloMirra, MarcoNapolitano, MarcoSaracino, GiulioAnzivino, GiuseppinaImbergamo, ErmannoLollini, RiccardoSantoni, CristianoBrizioli, FrancescoBarbanera, MattiaCenci, PatriziaCheccucci, BrunoDuk, ViacheslavLupi, MatteoPepe, MonicaPiccini, MauroLubrano, PasqualeCostantini, FlavioDoble, NielsGiorgi, MarcelloGiudici, SergioLari, EnricoPinzino, JacopoPontisso, LucaSozzi, MarcoDi Lella, LuigiMannelli, ItaloCerri, ClaudioFantechi, RiccardoPedreschi, ElenaPiandani, RobertoSpinella, FrancoBiagioni, AndreaD'Agostini, GiulioLeonardi, EmanueleLonardo, AlessandroValente, PaoloVicini, PieroCretaro, PaoloTurisini, MatteoFrezza, OttorinoAmmendola, RobertoBonaiuto, VincenzoDe Simone, NicolaFederici, LucaFucci, AdolfoSalamon, AndreaSargeni, FaustoArcidiacono, RobertaBiino, CristinaBloch-Devaux, BrigitteBoretto, MarcoFilippi, AlessandraIacobuzio, LorenzaMarchetto, FlavioMenichetti, EzioMigliore, ErnestoSoldi, DarioEngelfried, JürgenEstrada-Tristan, NoraBragadireanu, Alexandru MarioGhinescu, Stefan AlexandruHutanu, Ovidiu EmanuelEnik, TemurFalaleev, ValeriKekelidze, VladimirKorotkova, AnnaMadigozhin, DmitryMisheva, MilenaMolokanova, NataliaMovchan, SergeiPolenkevich, IrinaPotrebenikov, YuriShkarovskiy, SergeyZinchenko, AndreyBaeva, AigulBaigarashev, DosbolEmelyanov, DmitryFedotov, SergeiKhotyantsev, AlexeyGushchin, EvgenyKleimenova, AlinaKudenko, YuryKurochka, ViktoriiaMedvedeva, MariiaMefodev, AleksandrShaikhiev, ArturKholodenko, SergeyKurshetsov, ViktorObraztsov, VladimirOstankov, AleksandrSemenov, VitaliSugonyaev, ValentinYushchenko, OlegBician, LubosBlazek, TomasCerny, VladimirKoval, MichalKucerova, ZuzanaCeccucci, AugustoBernhard, JohannesDanielsson, HansDöbrich, BabetteDuval, FrancoisGatignon, LauGuida, RobertoHahn, FerdinandHolzer, Eva BarbaraJenninger, BertholdLaycock, PaulLehmann Miotto, GiovannaLichard, PeterMapelli, AlessandroNoy, MatthewPalladino, VitoPerrin-Terrin, MathieuRuggiero, GiuseppeRyjov, VladimirSchuchmann, SimoneVenditti, StefanoBrunetti, Maria BrigidaBache, ThomasGoudzovski, EvgueniHenshaw, JackTomczak, AdamLazzeroni, CristinaFascianelli, ValeriaLurkin, NicolasNewson, FrancisParkinson, ChristopherRomano, AngelaSergi, AntoninoSturgess, AndrewSwallow, JoelHeath, HelenPage, RyanTrilov, StoyanAngelucci, BrunoBritton, DavidProtopopescu, DanGraham, ConnorJones, Roger William LewisDainton, John BourkeFry, John RichardFulton, LiamHutchcroft, DavidCarmignani, JosephMassri, KarimMaurice, EmilieWrona, BozydarConovaloff, AdamCooper, PeterCoward, DavidRubin, Philip DavidHives, ZdenkoAkmete, Atakan TugberkSoldani, MattiaBandiera, LauraMazzolari, AndreaRomagnoni, MarcoSytov, AlexeiPanichi, IlariaLo Chiatto, PriscoD'Errico, MariaelenaGiordano, RaffaeleBriano Olvera, AlejandroReyes Santos, Marco AntonioBoboc, PetreKereibay, DiasGorshanov, KonstantinOkhotnikov, ArtemSadovskiy, AlexanderSanders, JackImproved calorimetric particle identification in NA62 using machine learning techniquesParticle Physics - ExperimentMeasurement of the ultra-rare $K^+\to\pi^+\nu\bar\nu$ decay at the NA62 experiment at CERN requires high-performance particle identification to distinguish muons from pions. Calorimetric identification currently in use, based on a boosted decision tree algorithm, achieves a muon misidentification probability of $1.2\times 10^{-5}$ for a pion identification efficiency of 75% in the momentum range of 15$-$40 GeV/$c$. In this work, calorimetric identification performance is improved by developing an algorithm based on a convolutional neural network classifier augmented by a filter. Muon misidentification probability is reduced by a factor of six with respect to the current value for a fixed pion-identification efficiency of 75%. Alternatively, pion identification efficiency is improved from 72% to 91% for a fixed muon misidentification probability of $10^{-5}$.Measurement of the ultra-rare $K^+\to\pi^+\nu\bar\nu$ decay at the NA62 experiment at CERN requires high-performance particle identification to distinguish muons from pions. Calorimetric identification currently in use, based on a boosted decision tree algorithm, achieves a muon misidentification probability of $1.2\times 10^{-5}$ for a pion identification efficiency of 75% in the momentum range of 15-40 GeV/$c$. In this work, calorimetric identification performance is improved by developing an algorithm based on a convolutional neural network classifier augmented by a filter. Muon misidentification probability is reduced by a factor of six with respect to the current value for a fixed pion-identification efficiency of 75%. Alternatively, pion identification efficiency is improved from 72% to 91% for a fixed muon misidentification probability of $10^{-5}$.arXiv:2304.10580CERN-EP-2023-066oai:cds.cern.ch:28238382023-04-12 |
spellingShingle | Particle Physics - Experiment Cortina Gil, Eduardo Minucci, Elisa Padolski, Sergey Petrov, Plamen Velghe, Bob Bryman, Douglas Fu, Ji Numao, Toshio Petrov, Yevgeniy Wong, Vincent Wai Sum Yu, Mengda Fedorko, Wojciech Husek, Tomas Kampf, Karol Zamkovsky, Michal Jerhot, Jan Aliberti, Riccardo Khoriauli, Gia Kunze, Jonas Lomidze, David Marchevski, Radoslav Peruzzo, Letizia Vormstein, Mario Wanke, Rainer Cotta Ramusino, Angelo Dalpiaz, Pietro Fiorini, Massimiliano Gamberini, Enrico Gianoli, Alberto Neri, Ilaria Norton, Alan Petrucci, Ferruccio Wahl, Heinrich Bizzeti, Andrea Bucci, Francesca Iacopini, Enrico Latino, Giuseppe Lenti, Massimo Parenti, Andrea Volpe, Roberta Antonelli, Antonella Gonnella, Francesco Lamanna, Gianluca Lanfranchi, Gaia Tinti, Gemma Martellotti, Silvia Moulson, Matthew Kozhuharov, Venelin Litov, Leandar Georgiev, Georgi Raggi, Mauro Spadaro, Tommaso Ambrosino, Fabio Fiorenza, Renato Capussela, Tiziana Corvino, Michele Di Filippo, Domenico Massarotti, Paolo Mirra, Marco Napolitano, Marco Saracino, Giulio Anzivino, Giuseppina Imbergamo, Ermanno Lollini, Riccardo Santoni, Cristiano Brizioli, Francesco Barbanera, Mattia Cenci, Patrizia Checcucci, Bruno Duk, Viacheslav Lupi, Matteo Pepe, Monica Piccini, Mauro Lubrano, Pasquale Costantini, Flavio Doble, Niels Giorgi, Marcello Giudici, Sergio Lari, Enrico Pinzino, Jacopo Pontisso, Luca Sozzi, Marco Di Lella, Luigi Mannelli, Italo Cerri, Claudio Fantechi, Riccardo Pedreschi, Elena Piandani, Roberto Spinella, Franco Biagioni, Andrea D'Agostini, Giulio Leonardi, Emanuele Lonardo, Alessandro Valente, Paolo Vicini, Piero Cretaro, Paolo Turisini, Matteo Frezza, Ottorino Ammendola, Roberto Bonaiuto, Vincenzo De Simone, Nicola Federici, Luca Fucci, Adolfo Salamon, Andrea Sargeni, Fausto Arcidiacono, Roberta Biino, Cristina Bloch-Devaux, Brigitte Boretto, Marco Filippi, Alessandra Iacobuzio, Lorenza Marchetto, Flavio Menichetti, Ezio Migliore, Ernesto Soldi, Dario Engelfried, Jürgen Estrada-Tristan, Nora Bragadireanu, Alexandru Mario Ghinescu, Stefan Alexandru Hutanu, Ovidiu Emanuel Enik, Temur Falaleev, Valeri Kekelidze, Vladimir Korotkova, Anna Madigozhin, Dmitry Misheva, Milena Molokanova, Natalia Movchan, Sergei Polenkevich, Irina Potrebenikov, Yuri Shkarovskiy, Sergey Zinchenko, Andrey Baeva, Aigul Baigarashev, Dosbol Emelyanov, Dmitry Fedotov, Sergei Khotyantsev, Alexey Gushchin, Evgeny Kleimenova, Alina Kudenko, Yury Kurochka, Viktoriia Medvedeva, Mariia Mefodev, Aleksandr Shaikhiev, Artur Kholodenko, Sergey Kurshetsov, Viktor Obraztsov, Vladimir Ostankov, Aleksandr Semenov, Vitali Sugonyaev, Valentin Yushchenko, Oleg Bician, Lubos Blazek, Tomas Cerny, Vladimir Koval, Michal Kucerova, Zuzana Ceccucci, Augusto Bernhard, Johannes Danielsson, Hans Döbrich, Babette Duval, Francois Gatignon, Lau Guida, Roberto Hahn, Ferdinand Holzer, Eva Barbara Jenninger, Berthold Laycock, Paul Lehmann Miotto, Giovanna Lichard, Peter Mapelli, Alessandro Noy, Matthew Palladino, Vito Perrin-Terrin, Mathieu Ruggiero, Giuseppe Ryjov, Vladimir Schuchmann, Simone Venditti, Stefano Brunetti, Maria Brigida Bache, Thomas Goudzovski, Evgueni Henshaw, Jack Tomczak, Adam Lazzeroni, Cristina Fascianelli, Valeria Lurkin, Nicolas Newson, Francis Parkinson, Christopher Romano, Angela Sergi, Antonino Sturgess, Andrew Swallow, Joel Heath, Helen Page, Ryan Trilov, Stoyan Angelucci, Bruno Britton, David Protopopescu, Dan Graham, Connor Jones, Roger William Lewis Dainton, John Bourke Fry, John Richard Fulton, Liam Hutchcroft, David Carmignani, Joseph Massri, Karim Maurice, Emilie Wrona, Bozydar Conovaloff, Adam Cooper, Peter Coward, David Rubin, Philip David Hives, Zdenko Akmete, Atakan Tugberk Soldani, Mattia Bandiera, Laura Mazzolari, Andrea Romagnoni, Marco Sytov, Alexei Panichi, Ilaria Lo Chiatto, Prisco D'Errico, Mariaelena Giordano, Raffaele Briano Olvera, Alejandro Reyes Santos, Marco Antonio Boboc, Petre Kereibay, Dias Gorshanov, Konstantin Okhotnikov, Artem Sadovskiy, Alexander Sanders, Jack Improved calorimetric particle identification in NA62 using machine learning techniques |
title | Improved calorimetric particle identification in NA62 using machine learning techniques |
title_full | Improved calorimetric particle identification in NA62 using machine learning techniques |
title_fullStr | Improved calorimetric particle identification in NA62 using machine learning techniques |
title_full_unstemmed | Improved calorimetric particle identification in NA62 using machine learning techniques |
title_short | Improved calorimetric particle identification in NA62 using machine learning techniques |
title_sort | improved calorimetric particle identification in na62 using machine learning techniques |
topic | Particle Physics - Experiment |
url | http://cds.cern.ch/record/2823838 |
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