Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype

The CALICE Semi-Digital Hadronic CALorimeter (SDHCAL) prototype using Glass Resistive Plate Chambers as a sensitive medium is the first technological prototype of a family of high-granularity calorimeters developed by the CALICE collaboration to equip the experiments of future leptonic colliders. It...

Descripción completa

Detalles Bibliográficos
Autores principales: Boumediene, D., Pingault, A., Tytgat, M., Bilki, B., Northacker, D., Onel, Y., Cho, G., Kim, D.W., Lee, S.C., Park, W., Vallecorsa, S., Deguchi, Y., Kawagoe, K., Miura, Y., Mori, R., Sekiya, I., Suehara, T., Yoshioka, T., Caponetto, L., Combaret, C., Ete, R., Garillot, G., Grenier, G., Ianigro, J.C., Kurca, T., Laktineh, I., Liu, B., Li, B., Lumb, N., Mathez, H., Mirabito, L., Steen, A., Calvo Alamillo, E., Fouz, M.C., Marin, J., Navarrete, J., Puerta Pelayo, J., Verdugo, A., Corriveau, F., Freund, B., Chadeeva, M., Danilov, M., Emberger, L., Graf, C., de Silva, L.M.S., Simon, F., Winter, C., Bonis, J., Breton, D., Cornebise, P., Gallas, A., Jeglot, J., Irles, A., Maalmi, J., Pöschl, R., Thiebault, A., Richard, F., Zerwas, D., Anduze, M., Balagura, V., Boudry, V., Brient, J.C., Edy, E., Gastaldi, F., Guillaumat, R., Magniette, F., Nanni, J., Videau, H., Callier, S., Dulucq, F., de la Taille, Ch., Martin-Chassard, G., Raux, L., Seguin-Moreau, N., Cvach, J., Janata, M., Kovalcuk, M., Kvasnicka, J., Polak, I., Smolik, J., Vrba, V., Zalesak, J., Zuklin, J., Duan, Y.Y., Li, S., Guo, J., Hu, J.F., Lagarde, F., Shen, Q.P., Wang, X., Wu, W.H., Yang, H.J., Zhu, Y.F.
Lenguaje:eng
Publicado: 2020
Materias:
hep-ex
Particle Physics - Experiment
Detectors and Experimental Techniques
physics.ins-det
Acceso en línea:https://dx.doi.org/10.1088/1748-0221/15/10/P10009
http://cds.cern.ch/record/2715408
_version_ 1780965432563335168
author Boumediene, D.
Pingault, A.
Tytgat, M.
Bilki, B.
Northacker, D.
Onel, Y.
Cho, G.
Kim, D.W.
Lee, S.C.
Park, W.
Vallecorsa, S.
Deguchi, Y.
Kawagoe, K.
Miura, Y.
Mori, R.
Sekiya, I.
Suehara, T.
Yoshioka, T.
Caponetto, L.
Combaret, C.
Ete, R.
Garillot, G.
Grenier, G.
Ianigro, J.C.
Kurca, T.
Laktineh, I.
Liu, B.
Li, B.
Lumb, N.
Mathez, H.
Mirabito, L.
Steen, A.
Calvo Alamillo, E.
Fouz, M.C.
Marin, J.
Navarrete, J.
Puerta Pelayo, J.
Verdugo, A.
Corriveau, F.
Freund, B.
Chadeeva, M.
Danilov, M.
Emberger, L.
Graf, C.
de Silva, L.M.S.
Simon, F.
Winter, C.
Bonis, J.
Breton, D.
Cornebise, P.
Gallas, A.
Jeglot, J.
Irles, A.
Maalmi, J.
Pöschl, R.
Thiebault, A.
Richard, F.
Zerwas, D.
Anduze, M.
Balagura, V.
Boudry, V.
Brient, J.C.
Edy, E.
Gastaldi, F.
Guillaumat, R.
Magniette, F.
Nanni, J.
Videau, H.
Callier, S.
Dulucq, F.
de la Taille, Ch.
Martin-Chassard, G.
Raux, L.
Seguin-Moreau, N.
Cvach, J.
Janata, M.
Kovalcuk, M.
Kvasnicka, J.
Polak, I.
Smolik, J.
Vrba, V.
Zalesak, J.
Zuklin, J.
Duan, Y.Y.
Li, S.
Guo, J.
Hu, J.F.
Lagarde, F.
Shen, Q.P.
Wang, X.
Wu, W.H.
Yang, H.J.
Zhu, Y.F.
Emberger, L.
Graf, C.
Simon, F.
Winter, C.
author_facet Boumediene, D.
Pingault, A.
Tytgat, M.
Bilki, B.
Northacker, D.
Onel, Y.
Cho, G.
Kim, D.W.
Lee, S.C.
Park, W.
Vallecorsa, S.
Deguchi, Y.
Kawagoe, K.
Miura, Y.
Mori, R.
Sekiya, I.
Suehara, T.
Yoshioka, T.
Caponetto, L.
Combaret, C.
Ete, R.
Garillot, G.
Grenier, G.
Ianigro, J.C.
Kurca, T.
Laktineh, I.
Liu, B.
Li, B.
Lumb, N.
Mathez, H.
Mirabito, L.
Steen, A.
Calvo Alamillo, E.
Fouz, M.C.
Marin, J.
Navarrete, J.
Puerta Pelayo, J.
Verdugo, A.
Corriveau, F.
Freund, B.
Chadeeva, M.
Danilov, M.
Emberger, L.
Graf, C.
de Silva, L.M.S.
Simon, F.
Winter, C.
Bonis, J.
Breton, D.
Cornebise, P.
Gallas, A.
Jeglot, J.
Irles, A.
Maalmi, J.
Pöschl, R.
Thiebault, A.
Richard, F.
Zerwas, D.
Anduze, M.
Balagura, V.
Boudry, V.
Brient, J.C.
Edy, E.
Gastaldi, F.
Guillaumat, R.
Magniette, F.
Nanni, J.
Videau, H.
Callier, S.
Dulucq, F.
de la Taille, Ch.
Martin-Chassard, G.
Raux, L.
Seguin-Moreau, N.
Cvach, J.
Janata, M.
Kovalcuk, M.
Kvasnicka, J.
Polak, I.
Smolik, J.
Vrba, V.
Zalesak, J.
Zuklin, J.
Duan, Y.Y.
Li, S.
Guo, J.
Hu, J.F.
Lagarde, F.
Shen, Q.P.
Wang, X.
Wu, W.H.
Yang, H.J.
Zhu, Y.F.
Emberger, L.
Graf, C.
Simon, F.
Winter, C.
author_sort Boumediene, D.
collection CERN
description The CALICE Semi-Digital Hadronic CALorimeter (SDHCAL) prototype using Glass Resistive Plate Chambers as a sensitive medium is the first technological prototype of a family of high-granularity calorimeters developed by the CALICE collaboration to equip the experiments of future leptonic colliders. It was exposed to beams of hadrons, electrons and muons several times in the CERN PS and SPS beamlines between 2012 and 2018. We present here a new method of particle identification within the SDHCAL using the Boosted Decision Trees (BDT) method applied to the data collected in 2015. The performance of the method is tested first with Geant4-based simulated events and then on the data collected by the SDHCAL in the energy range between 10 and 80 GeV with 10 GeV energy steps. The BDT method is then used to reject the electrons and muons that contaminate the SPS hadron beams. The rejection power of the new method is estimated to be as high as 99.0% for the muons and 99.4% for the electrons associated to a pion selection efficiency of about 95.0%.
id cern-2715408
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2020
record_format invenio
spelling cern-27154082023-08-09T03:45:54Zdoi:10.1088/1748-0221/15/10/P10009http://cds.cern.ch/record/2715408engBoumediene, D.Pingault, A.Tytgat, M.Bilki, B.Northacker, D.Onel, Y.Cho, G.Kim, D.W.Lee, S.C.Park, W.Vallecorsa, S.Deguchi, Y.Kawagoe, K.Miura, Y.Mori, R.Sekiya, I.Suehara, T.Yoshioka, T.Caponetto, L.Combaret, C.Ete, R.Garillot, G.Grenier, G.Ianigro, J.C.Kurca, T.Laktineh, I.Liu, B.Li, B.Lumb, N.Mathez, H.Mirabito, L.Steen, A.Calvo Alamillo, E.Fouz, M.C.Marin, J.Navarrete, J.Puerta Pelayo, J.Verdugo, A.Corriveau, F.Freund, B.Chadeeva, M.Danilov, M.Emberger, L.Graf, C.de Silva, L.M.S.Simon, F.Winter, C.Bonis, J.Breton, D.Cornebise, P.Gallas, A.Jeglot, J.Irles, A.Maalmi, J.Pöschl, R.Thiebault, A.Richard, F.Zerwas, D.Anduze, M.Balagura, V.Boudry, V.Brient, J.C.Edy, E.Gastaldi, F.Guillaumat, R.Magniette, F.Nanni, J.Videau, H.Callier, S.Dulucq, F.de la Taille, Ch.Martin-Chassard, G.Raux, L.Seguin-Moreau, N.Cvach, J.Janata, M.Kovalcuk, M.Kvasnicka, J.Polak, I.Smolik, J.Vrba, V.Zalesak, J.Zuklin, J.Duan, Y.Y.Li, S.Guo, J.Hu, J.F.Lagarde, F.Shen, Q.P.Wang, X.Wu, W.H.Yang, H.J.Zhu, Y.F.Emberger, L.Graf, C.Simon, F.Winter, C.Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototypehep-exParticle Physics - ExperimentDetectors and Experimental Techniquesphysics.ins-detThe CALICE Semi-Digital Hadronic CALorimeter (SDHCAL) prototype using Glass Resistive Plate Chambers as a sensitive medium is the first technological prototype of a family of high-granularity calorimeters developed by the CALICE collaboration to equip the experiments of future leptonic colliders. It was exposed to beams of hadrons, electrons and muons several times in the CERN PS and SPS beamlines between 2012 and 2018. We present here a new method of particle identification within the SDHCAL using the Boosted Decision Trees (BDT) method applied to the data collected in 2015. The performance of the method is tested first with Geant4-based simulated events and then on the data collected by the SDHCAL in the energy range between 10 and 80 GeV with 10 GeV energy steps. The BDT method is then used to reject the electrons and muons that contaminate the SPS hadron beams. The rejection power of the new method is estimated to be as high as 99.0% for the muons and 99.4% for the electrons associated to a pion selection efficiency of about 95.0%.The CALICE Semi-Digital Hadronic CALorimeter (SDHCAL) prototype using Glass Resistive Plate Chambers as a sensitive medium is the first technological prototype of a family of high-granularity calorimeters developed by the CALICE collaboration to equip the experiments of future leptonic colliders. It was exposed to beams of hadrons, electrons and muons several times in the CERN PS and SPS beamlines between 2012 and 2018. We present here a new method of particle identification within the SDHCAL using the Boosted Decision Trees (BDT) method applied to the data collected in 2015. The performance of the method is tested first with Geant4-based simulated events and then on the data collected by the SDHCAL in the energy range between 10 and 80~GeV with 10~GeV energy steps. The BDT method is then used to reject the electrons and muons that contaminate the SPS hadron beams.arXiv:2004.02972CALICE-PUB-2020-001oai:cds.cern.ch:27154082020-04-06
spellingShingle hep-ex
Particle Physics - Experiment
Detectors and Experimental Techniques
physics.ins-det
Boumediene, D.
Pingault, A.
Tytgat, M.
Bilki, B.
Northacker, D.
Onel, Y.
Cho, G.
Kim, D.W.
Lee, S.C.
Park, W.
Vallecorsa, S.
Deguchi, Y.
Kawagoe, K.
Miura, Y.
Mori, R.
Sekiya, I.
Suehara, T.
Yoshioka, T.
Caponetto, L.
Combaret, C.
Ete, R.
Garillot, G.
Grenier, G.
Ianigro, J.C.
Kurca, T.
Laktineh, I.
Liu, B.
Li, B.
Lumb, N.
Mathez, H.
Mirabito, L.
Steen, A.
Calvo Alamillo, E.
Fouz, M.C.
Marin, J.
Navarrete, J.
Puerta Pelayo, J.
Verdugo, A.
Corriveau, F.
Freund, B.
Chadeeva, M.
Danilov, M.
Emberger, L.
Graf, C.
de Silva, L.M.S.
Simon, F.
Winter, C.
Bonis, J.
Breton, D.
Cornebise, P.
Gallas, A.
Jeglot, J.
Irles, A.
Maalmi, J.
Pöschl, R.
Thiebault, A.
Richard, F.
Zerwas, D.
Anduze, M.
Balagura, V.
Boudry, V.
Brient, J.C.
Edy, E.
Gastaldi, F.
Guillaumat, R.
Magniette, F.
Nanni, J.
Videau, H.
Callier, S.
Dulucq, F.
de la Taille, Ch.
Martin-Chassard, G.
Raux, L.
Seguin-Moreau, N.
Cvach, J.
Janata, M.
Kovalcuk, M.
Kvasnicka, J.
Polak, I.
Smolik, J.
Vrba, V.
Zalesak, J.
Zuklin, J.
Duan, Y.Y.
Li, S.
Guo, J.
Hu, J.F.
Lagarde, F.
Shen, Q.P.
Wang, X.
Wu, W.H.
Yang, H.J.
Zhu, Y.F.
Emberger, L.
Graf, C.
Simon, F.
Winter, C.
Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype
title Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype
title_full Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype
title_fullStr Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype
title_full_unstemmed Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype
title_short Particle Identification Using Boosted Decision Trees in the Semi-Digital Hadronic Calorimeter Prototype
title_sort particle identification using boosted decision trees in the semi-digital hadronic calorimeter prototype
topic hep-ex
Particle Physics - Experiment
Detectors and Experimental Techniques
physics.ins-det
url https://dx.doi.org/10.1088/1748-0221/15/10/P10009
http://cds.cern.ch/record/2715408
work_keys_str_mv AT boumediened particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT pingaulta particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT tytgatm particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT bilkib particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT northackerd particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT onely particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT chog particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT kimdw particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT leesc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT parkw particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT vallecorsas particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT deguchiy particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT kawagoek particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT miuray particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT morir particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT sekiyai particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT sueharat particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT yoshiokat particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT caponettol particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT combaretc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT eter particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT garillotg particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT grenierg particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT ianigrojc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT kurcat particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT laktinehi particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT liub particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT lib particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT lumbn particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT mathezh particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT mirabitol particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT steena particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT calvoalamilloe particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT fouzmc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT marinj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT navarretej particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT puertapelayoj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT verdugoa particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT corriveauf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT freundb particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT chadeevam particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT danilovm particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT embergerl particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT grafc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT desilvalms particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT simonf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT winterc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT bonisj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT bretond particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT cornebisep particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT gallasa particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT jeglotj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT irlesa particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT maalmij particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT poschlr particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT thiebaulta particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT richardf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT zerwasd particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT anduzem particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT balagurav particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT boudryv particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT brientjc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT edye particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT gastaldif particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT guillaumatr particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT magniettef particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT nannij particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT videauh particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT calliers particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT dulucqf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT delataillech particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT martinchassardg particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT rauxl particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT seguinmoreaun particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT cvachj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT janatam particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT kovalcukm particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT kvasnickaj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT polaki particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT smolikj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT vrbav particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT zalesakj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT zuklinj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT duanyy particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT lis particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT guoj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT hujf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT lagardef particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT shenqp particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT wangx particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT wuwh particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT yanghj particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT zhuyf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT embergerl particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT grafc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT simonf particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype
AT winterc particleidentificationusingboosteddecisiontreesinthesemidigitalhadroniccalorimeterprototype

Ejemplares similares