A deep neural network for simultaneous estimation of b jet energy and resolution
Creators: name: Sirunyan, Albert M
name: Tumasyan, Armen
name: Adam, Wolfgang
name: Ambrogi, Federico
name: Bergauer, Thomas
name: Dragicevic, Marko
name: Erö, Janos
name: Escalante Del Valle, Alberto
name: Flechl, Martin
name: Fruehwirth, Rudolf
name: Jeitler, Manfred
name: Krammer, Natascha
name: Krätschmer, Ilse
name: Liko, Dietrich
name: Madlener, Thomas
name: Mikulec, Ivan
name: Rad, Navid
name: Schieck, Jochen
name: Schöfbeck, Robert
name: Spanring, Markus
name: Spitzbart, Daniel
name: Waltenberger, Wolfgang
name: Wulz, Claudia-Elisabeth
name: Zarucki, Mateusz
name: Drugakov, Vladimir
name: Mossolov, Vladimir
name: Suarez Gonzalez, Juan
name: Darwish, Mohamed Rashad
name: De Wolf, Eddi A
name: Di Croce, Davide
name: Janssen, Xavier
name: Lelek, Aleksandra
name: Pieters, Maxim
name: Rejeb Sfar, Haifa
name: Van Haevermaet, Hans
name: Van Mechelen, Pierre
name: Van Putte, Senne
name: Van Remortel, Nick
name: Blekman, Freya
name: Bols, Emil Sørensen
name: Chhibra, Simranjit Singh
name: D'Hondt, Jorgen
name: De Clercq, Jarne
name: Lontkovskyi, Denys
name: Lowette, Steven
name: Marchesini, Ivan
name: Moortgat, Seth
name: Python, Quentin
name: Skovpen, Kirill
name: Tavernier, Stefaan
name: Van Doninck, Walter
name: Van Mulders, Petra
name: Beghin, Diego
name: Bilin, Bugra
name: Clerbaux, Barbara
name: De Lentdecker, Gilles
name: Delannoy, Hugo
name: Dorney, Brian
name: Favart, Laurent
name: Grebenyuk, Anastasia
name: Kalsi, Amandeep Kaur
name: Popov, Andrey
name: Postiau, Nicolas
name: Starling, Elizabeth
name: Thomas, Laurent
name: Vander Velde, Catherine
name: Vanlaer, Pascal
name: Vannerom, David
name: Cornelis, Tom
name: Dobur, Didar
name: Khvastunov, Illia
name: Niedziela, Marek
name: Roskas, Christos
name: Tytgat, Michael
name: Verbeke, Willem
name: Vermassen, Basile
name: Vit, Martina
name: Bondu, Olivier
name: Bruno, Giacomo
name: Caputo, Claudio
name: David, Pieter
name: Delaere, Christophe
name: Delcourt, Martin
name: Giammanco, Andrea
name: Lemaitre, Vincent
name: Prisciandaro, Jessica
name: Saggio, Alessia
name: Vidal Marono, Miguel
name: Vischia, Pietro
name: Zobec, Joze
name: Alves, Fábio Lúcio
name: Alves, Gilvan
name: Correia Silva, Gilson
name: Hensel, Carsten
name: Moraes, Arthur
name: Rebello Teles, Patricia
name: Belchior Batista Das Chagas, Ewerton
name: Carvalho, Wagner
name: Chinellato, Jose
name: Coelho, Eduardo
name: Melo Da Costa, Eliza
name: Da Silveira, Gustavo Gil
name: De Jesus Damiao, Dilson
name: De Oliveira Martins, Carley
name: Fonseca De Souza, Sandro
name: Huertas Guativa, Lina Milena
name: Malbouisson, Helena
name: Martins, Jordan
name: Matos Figueiredo, Diego
name: Medina Jaime, Miguel
name: Melo De Almeida, Miqueias
name: Mora Herrera, Clemencia
name: Mundim, Luiz
name: Nogima, Helio
name: Prado Da Silva, Wanda Lucia
name: Sanchez Rosas, Luis Junior
name: Santoro, Alberto
name: Sznajder, Andre
name: Thiel, Mauricio
name: Tonelli Manganote, Edmilson José
name: Torres Da Silva De Araujo, Felipe
name: Vilela Pereira, Antonio
name: Bernardes, Cesar Augusto
name: Calligaris, Luigi
name: Tomei, Thiago
name: De Moraes Gregores, Eduardo
name: De Souza Lemos, Dener
name: Mercadante, Pedro G
name: Novaes, Sergio F
name: Padula, Sandra
name: Aleksandrov, Aleksandar
name: Antchev, Georgy
name: Hadjiiska, Roumyana
name: Iaydjiev, Plamen
name: Misheva, Milena
name: Rodozov, Mircho
name: Shopova, Mariana
name: Sultanov, Georgi
name: Bonchev, Miroslav
name: Dimitrov, Anton
name: Ivanov, Todor
name: Litov, Leander
name: Pavlov, Borislav
name: Petkov, Peicho
name: Fang, Wenxing
name: Gao, Xuyang
name: Yuan, Li
name: Chen, Guo-Ming
name: Chen, He-Sheng
name: Chen, Mingshui
name: Jiang, Chun-Hua
name: Leggat, Duncan
name: Liao, Hongbo
name: Liu, Zhenan
name: Spiezia, Aniello
name: Tao, Junquan
name: Yazgan, Efe
name: Zhang, Huaqiao
name: Zhang, Sijing
name: Zhao, Jingzhou
name: Agapitos, Antonis
name: Ban, Yong
name: Chen, Geng
name: Levin, Andrew
name: Li, Jing
name: Li, Linwei
name: Li, Qiang
name: Mao, Yajun
name: Qian, Si-Jin
name: Wang, Dayong
name: Wang, Qun
name: Ahmad, Muhammad
name: Hu, Zhen
name: Wang, Yi
name: Xiao, Meng
name: Avila, Carlos
name: Cabrera, Andrés
name: Florez, Carlos
name: González Hernández, Carlos Felipe
name: Segura Delgado, Manuel Alejandro
name: Mejia Guisao, Jhovanny
name: Ruiz Alvarez, José David
name: Salazar González, Camilo Andrés
name: Vanegas Arbelaez, Nelson
name: Giljanovi&#263
name: Duje, 
name: Godinovic, Nikola
name: Lelas, Damir
name: Puljak, Ivica
name: Sculac, Toni
name: Antunovic, Zeljko
name: Kovac, Marko
name: Brigljevic, Vuko
name: Ferencek, Dinko
name: Kadija, Kreso
name: Mesic, Benjamin
name: Roguljic, Matej
name: Starodumov, Andrei
name: Susa, Tatjana
name: Ather, Mohsan Waseem
name: Attikis, Alexandros
name: Erodotou, Eleni
name: Ioannou, Aimilios
name: Kolosova, Marina
name: Konstantinou, Sotiroulla
name: Mavromanolakis, Georgios
name: Mousa, Jehad
name: Nicolaou, Charalambos
name: Ptochos, Fotios
name: Razis, Panos A
name: Rykaczewski, Hans
name: Tsiakkouri, Demetra
name: Finger, Miroslav
name: Finger Jr, Michael
name: Kveton, Antonin
name: Tomsa, Jan
name: Ayala, Edy
name: Carrera Jarrin, Edgar
name: Abdalla, Hassan
name: Elgammal, Sherif
name: Bhowmik, Sandeep
name: Carvalho Antunes De Oliveira, Alexandra
name: Dewanjee, Ram Krishna
name: Ehataht, Karl
name: Kadastik, Mario
name: Raidal, Martti
name: Veelken, Christian
name: Eerola, Paula
name: Forthomme, Laurent
name: Kirschenmann, Henning
name: Osterberg, Kenneth
name: Voutilainen, Mikko
name: Garcia Fuentes, Francisco Ignacio
name: Havukainen, Joona
name: Heikkilä, Jaana Kristiina
name: Karimäki, Veikko
name: Kim, Min Suk
name: Kinnunen, Ritva
name: Lampén, Tapio
name: Lassila-Perini, Kati
name: Laurila, Santeri
name: Lehti, Sami
name: Lindén, Tomas
name: Luukka, Panja-Riina
name: Mäenpää, Teppo
name: Siikonen, Hannu
name: Tuominen, Eija
name: Tuominiemi, Jorma
name: Tuuva, Tuure
name: Besancon, Marc
name: Couderc, Fabrice
name: Dejardin, Marc
name: Denegri, Daniel
name: Fabbro, Bernard
name: Faure, Jean-Louis
name: Ferri, Federico
name: Ganjour, Serguei
name: Givernaud, Alain
name: Gras, Philippe
name: Hamel De Monchenault, Gautier
name: Jarry, Patrick
name: Leloup, Clément
name: Lenzi, Bruno
name: Locci, Elizabeth
name: Malcles, Julie
name: Rander, John
name: Rosowsky, André
name: Sahin, Mehmet Özgür
name: Savoy-Navarro, Aurore
name: Titov, Maksym
name: Yu, Geum Bong
name: Ahuja, Sudha
name: Amendola, Chiara
name: Beaudette, Florian
name: Busson, Philippe
name: Charlot, Claude
name: Diab, Batoul
name: Falmagne, Guillaume
name: Granier De Cassagnac, Raphael
name: Kucher, Inna
name: Lobanov, Artur
name: Martin Perez, Cristina
name: Nguyen, Matthew
name: Ochando, Christophe
name: Paganini, Pascal
name: Rembser, Jonas
name: Salerno, Roberto
name: Sauvan, Jean-Baptiste
name: Sirois, Yves
name: Zabi, Alexandre
name: Zghiche, Amina
name: Agram, Jean-Laurent
name: Andrea, Jeremy
name: Bloch, Daniel
name: Bourgatte, Guillaume
name: Brom, Jean-Marie
name: Chabert, Eric Christian
name: Collard, Caroline
name: Conte, Eric
name: Fontaine, Jean-Charles
name: Gelé, Denis
name: Goerlach, Ulrich
name: Jansová, Markéta
name: Le Bihan, Anne-Catherine
name: Tonon, Nicolas
name: Van Hove, Pierre
name: Gadrat, Sébastien
name: Beauceron, Stephanie
name: Bernet, Colin
name: Boudoul, Gaelle
name: Camen, Camille
name: Carle, Aurélien
name: Chanon, Nicolas
name: Chierici, Roberto
name: Contardo, Didier
name: Depasse, Pierre
name: El Mamouni, Houmani
name: Fay, Jean
name: Gascon, Susan
name: Gouzevitch, Maxime
name: Ille, Bernard
name: Jain, Sandhya
name: Lagarde, Francois
name: Laktineh, Imad Baptiste
name: Lattaud, Hugues
name: Lesauvage, Antoine
name: Lethuillier, Morgan
name: Mirabito, Laurent
name: Perries, Stephane
name: Sordini, Viola
name: Torterotot, Lucas
name: Touquet, Gaël
name: Vander Donckt, Muriel
name: Viret, Sébastien
name: Khvedelidze, Arsen
name: Tsamalaidze, Zviad
name: Autermann, Christian
name: Feld, Lutz
name: Klein, Katja
name: Lipinski, Martin
name: Meuser, Danilo
name: Pauls, Alexander
name: Preuten, Marius
name: Rauch, Max Philip
name: Schulz, Johannes
name: Teroerde, Marius
name: Wittmer, Bruno
name: Erdmann, Martin
name: Fischer, Benjamin
name: Ghosh, Saranya
name: Hebbeker, Thomas
name: Hoepfner, Kerstin
name: Keller, Henning
name: Mastrolorenzo, Luca
name: Merschmeyer, Markus
name: Meyer, Arnd
name: Millet, Philipp
name: Mocellin, Giovanni
name: Mondal, Spandan
name: Mukherjee, Swagata
name: Noll, Dennis
name: Novak, Andrzej
name: Pook, Tobias
name: Pozdnyakov, Andrey
name: Quast, Thorben
name: Radziej, Markus
name: Rath, Yannik
name: Reithler, Hans
name: Roemer, Jonas
name: Schmidt, Alexander
name: Schuler, Simon Christoph
name: Sharma, Archana
name: Wiedenbeck, Sebastian
name: Zaleski, Shawn
name: Flügge, Günter
name: Haj Ahmad, Wael
name: Hlushchenko, Olena
name: Kress, Thomas
name: Müller, Thomas
name: Nowack, Andreas
name: Pistone, Claudia
name: Pooth, Oliver
name: Roy, Dennis
name: Sert, Hale
name: Stahl, Achim
name: Aldaya Martin, Maria
name: Asmuss, Paul
name: Babounikau, Illia
name: Bakhshiansohi, Hamed
name: Beernaert, Kelly
name: Behnke, Olaf
name: Bermúdez Martínez, Armando
name: Bertsche, David
name: Bin Anuar, Afiq Aizuddin
name: Borras, Kerstin
name: Botta, Valeria
name: Campbell, Alan
name: Cardini, Andrea
name: Connor, Patrick
name: Consuegra Rodríguez, Sandra
name: Contreras-Campana, Christian
name: Danilov, Vladyslav
name: De Wit, Adinda
name: Defranchis, Matteo Maria
name: Diez Pardos, Carmen
name: Domínguez Damiani, Daniela
name: Eckerlin, Guenter
name: Eckstein, Doris
name: Eichhorn, Thomas
name: Elwood, Adam
name: Eren, Engin
name: Gallo, Elisabetta
name: Geiser, Achim
name: Grohsjean, Alexander
name: Guthoff, Moritz
name: Haranko, Mykyta
name: Harb, Ali
name: Jafari, Abideh
name: Jomhari, Nur Zulaiha
name: Jung, Hannes
name: Mohamed, Ashraf
name: Kasemann, Matthias
name: Kaveh, Hessamoddin
name: Keaveney, James
name: Kleinwort, Claus
name: Knolle, Joscha
name: Krücker, Dirk
name: Lange, Wolfgang
name: Lenz, Teresa
name: Lidrych, Jindrich
name: Lipka, Katerina
name: Lohmann, Wolfgang
name: Mankel, Rainer
name: Melzer-Pellmann, Isabell-Alissandra
name: Meyer, Andreas Bernhard
name: Meyer, Mareike
name: Missiroli, Marino
name: Mnich, Joachim
name: Mussgiller, Andreas
name: Myronenko, Volodymyr
name: Pérez Adán, Danyer
name: Pflitsch, Svenja Karen
name: Pitzl, Daniel
name: Raspereza, Alexei
name: Saibel, Andrej
name: Savitskyi, Mykola
name: Scheurer, Valerie
name: Schütze, Paul
name: Schwanenberger, Christian
name: Shevchenko, Rostyslav
name: Singh, Akshansh
name: Tholen, Heiner
name: Turkot, Oleksii
name: Vagnerini, Antonio
name: Van De Klundert, Merijn
name: Walsh, Roberval
name: Wen, Yiwen
name: Wichmann, Katarzyna
name: Wissing, Christoph
name: Zenaiev, Oleksandr
name: Zlebcik, Radek
name: Aggleton, Robin
name: Bein, Samuel
name: Benato, Lisa
name: Benecke, Anna
name: Blobel, Volker
name: Dreyer, Torben
name: Ebrahimi, Aliakbar
name: Feindt, Finn
name: Fröhlich, Alexander
name: Garbers, Christoph
name: Garutti, Erika
name: Gonzalez, Daniel
name: Gunnellini, Paolo
name: Haller, Johannes
name: Hinzmann, Andreas
name: Karavdina, Anastasia
name: Kasieczka, Gregor
name: Klanner, Robert
name: Kogler, Roman
name: Kovalchuk, Nataliia
name: Kurz, Simon
name: Kutzner, Viktor
name: Lange, Johannes
name: Lange, Torben
name: Malara, Andrea
name: Multhaup, Jens
name: Niemeyer, Caroline Elisabeth Niniane
name: Perieanu, Adrian
name: Reimers, Arne
name: Rieger, Oliver
name: Scharf, Christian
name: Schleper, Peter
name: Schumann, Svenja
name: Schwandt, Joern
name: Sonneveld, Jory
name: Stadie, Hartmut
name: Steinbrück, Georg
name: Stober, Fred-Markus Helmut
name: Vormwald, Benedikt
name: Zoi, Irene
name: Akbiyik, Melike
name: Barth, Christian
name: Baselga, Marta
name: Baur, Sebastian
name: Berger, Thomas
name: Butz, Erik
name: Caspart, René
name: Chwalek, Thorsten
name: De Boer, Wim
name: Dierlamm, Alexander
name: El Morabit, Karim
name: Faltermann, Nils
name: Giffels, Manuel
name: Goldenzweig, Pablo
name: Gottmann, Artur
name: Harrendorf, Marco Alexander
name: Hartmann, Frank
name: Husemann, Ulrich
name: Kudella, Simon
name: Mitra, Soureek
name: Mozer, Matthias Ulrich
name: Müller, Denise
name: Müller, Thomas
name: Musich, Marco
name: Nürnberg, Andreas
name: Quast, Gunter
name: Rabbertz, Klaus
name: Schröder, Matthias
name: Shvetsov, Ivan
name: Simonis, Hans-Jürgen
name: Ulrich, Ralf
name: Wassmer, Michael
name: Weber, Marc
name: Wöhrmann, Clemens
name: Wolf, Roger
name: Anagnostou, Georgios
name: Asenov, Patrick
name: Daskalakis, Georgios
name: Geralis, Theodoros
name: Kyriakis, Aristotelis
name: Loukas, Demetrios
name: Paspalaki, Garyfallia
name: Diamantopoulou, Magda
name: Karathanasis, George
name: Kontaxakis, Pantelis
name: Manousakis-Katsikakis, Arkadios
name: Panagiotou, Apostolos
name: Papavergou, Ioanna
name: Saoulidou, Niki
name: Stakia, Anna
name: Theofilatos, Konstantinos
name: Vellidis, Konstantinos
name: Vourliotis, Emmanouil
name: Bakas, Georgios
name: Kousouris, Konstantinos
name: Papakrivopoulos, Ioannis
name: Tsipolitis, Georgios
name: Evangelou, Ioannis
name: Foudas, Costas
name: Gianneios, Paraskevas
name: Katsoulis, Panagiotis
name: Kokkas, Panagiotis
name: Mallios, Stavros
name: Manitara, Kalliopi
name: Manthos, Nikolaos
name: Papadopoulos, Ioannis
name: Strologas, John
name: Triantis, Frixos A
name: Tsitsonis, Dimitrios
name: Bartók, Márton
name: Chudasama, Ruchi
name: Csanad, Mate
name: Major, Péter
name: Mandal, Koushik
name: Mehta, Ankita
name: Nagy, Marton Imre
name: Pasztor, Gabriella
name: Surányi, Olivér
name: Veres, Gabor Istvan
name: Bencze, Gyorgy
name: Hajdu, Csaba
name: Horvath, Dezso
name: Sikler, Ferenc
name: Vámi, Tamás Álmos
name: Veszpremi, Viktor
name: Vesztergombi, Gyorgy
name: Beni, Noemi
name: Czellar, Sandor
name: Karancsi, János
name: Molnar, Jozsef
name: Szillasi, Zoltan
name: Raics, Peter
name: Teyssier, Daniel
name: Trocsanyi, Zoltan Laszlo
name: Ujvari, Balazs
name: Csorgo, Tamas Ferenc
name: Metzger, Wesley James
name: Nemes, Frigyes
name: Novak, Tamas
name: Choudhury, Somnath
name: Komaragiri, Jyothsna Rani
name: Tiwari, Praveen Chandra
name: Bahinipati, Seema
name: Kar, Chandiprasad
name: Kole, Gouranga
name: Mal, Prolay
name: Muraleedharan Nair Bindhu, Vinaya Krishnan
name: Nayak, Aruna
name: Sahoo, Deepak Kumar
name: Swain, Sanjay Kumar
name: Bansal, Sunil
name: Beri, Suman Bala
name: Bhatnagar, Vipin
name: Chauhan, Sushil
name: Chawla, Ridhi
name: Dhingra, Nitish
name: Gupta, Rajat
name: Kaur, Anterpreet
name: Kaur, Manjit
name: Kaur, Sandeep
name: Kumari, Priyanka
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name: Meena, Meena
name: Sandeep, Kaur
name: Sharma, Sandeep
name: Singh, Jasbir
name: Kaur, Amandeep
name: Bhardwaj, Ashutosh
name: Choudhary, Brajesh C
name: Garg, Rocky Bala
name: Gola, Mohit
name: Keshri, Sumit
name: Kumar, Ashok
name: Naimuddin, Md
name: Priyanka, Priyanka
name: Ranjan, Kirti
name: Shah, Aashaq
name: Sharma, Ramkrishna
name: Bhardwaj, Rishika
name: Bharti, Monika
name: Bhattacharya, Rajarshi
name: Bhattacharya, Satyaki
name: Bhawandeep, Bhawandeep
name: Bhowmik, Debabrata
name: Dutta, Suchandra
name: Ghosh, Shamik
name: Gomber, Bhawna
name: Maity, Manas
name: Mondal, Kuntal
name: Nandan, Saswati
name: Purohit, Arnab
name: Rout, Prasant Kumar
name: Saha, Gourab
name: Sarkar, Subir
name: Sarkar, Tanmay
name: Sharan, Manoj
name: Singh, Bipen
name: Thakur, Shalini
name: Behera, Prafulla Kumar
name: Kalbhor, Pritam
name: Muhammad, Alibordi
name: Pujahari, Prabhat Ranjan
name: Sharma, Ashish
name: Sikdar, Anup Kumar
name: Dutta, Dipanwita
name: Jha, Vishwajeet
name: Kumar, Vineet
name: Mishra, Dipak Kumar
name: Netrakanti, Pawan Kumar
name: Pant, Lalit Mohan
name: Shukla, Prashant
name: Aziz, Tariq
name: Bhat, Muzamil Ahmad
name: Dugad, Shashikant
name: Mohanty, Gagan Bihari
name: Sur, Nairit
name: Kumar Verma, Ravindra
name: Banerjee, Sudeshna
name: Bhattacharya, Soham
name: Chatterjee, Suman
name: Das, Pallabi
name: Guchait, Monoranjan
name: Karmakar, Saikat
name: Kumar, Sanjeev
name: Majumder, Gobinda
name: Mazumdar, Kajari
name: Sahoo, Niladribihari
name: Sawant, Siddhesh
name: Dube, Sourabh
name: Kansal, Bhumika
name: Kapoor, Anshul
name: Kothekar, Kunal
name: Pandey, Shubham
name: Rane, Aditee
name: Rastogi, Angira
name: Sharma, Seema
name: Chenarani, Shirin
name: Eskandari Tadavani, Esmaeel
name: Etesami, Seyed Mohsen
name: Khakzad, Mohsen
name: Mohammadi Najafabadi, Mojtaba
name: Naseri, Mohsen
name: Rezaei Hosseinabadi, Ferdos
name: Felcini, Marta
name: Grunewald, Martin
name: Abbrescia, Marcello
name: Aly, Reham
name: Calabria, Cesare
name: Colaleo, Anna
name: Creanza, Donato
name: Cristella, Leonardo
name: De Filippis, Nicola
name: De Palma, Mauro
name: Di Florio, Adriano
name: Elmetenawee, Walaa
name: Fiore, Luigi
name: Gelmi, Andrea
name: Iaselli, Giuseppe
name: Ince, Merve
name: Lezki, Samet
name: Maggi, Giorgio
name: Maggi, Marcello
name: Merlin, Jeremie Alexandre
name: Miniello, Giorgia
name: My, Salvatore
name: Nuzzo, Salvatore
name: Pompili, Alexis
name: Pugliese, Gabriella
name: Radogna, Raffaella
name: Ranieri, Antonio
name: Selvaggi, Giovanna
name: Silvestris, Lucia
name: Simone, Federica Maria
name: Venditti, Rosamaria
name: Verwilligen, Piet
name: Abbiendi, Giovanni
name: Battilana, Carlo
name: Bonacorsi, Daniele
name: Borgonovi, Lisa
name: Braibant-Giacomelli, Sylvie
name: Campanini, Renato
name: Capiluppi, Paolo
name: Castro, Andrea
name: Cavallo, Francesca Romana
name: Ciocca, Claudia
name: Codispoti, Giuseppe
name: Cuffiani, Marco
name: Dallavalle, Gaetano-Marco
name: Fabbri, Fabrizio
name: Fanfani, Alessandra
name: Fontanesi, Elisa
name: Giacomelli, Paolo
name: Grandi, Claudio
name: Guiducci, Luigi
name: Iemmi, Fabio
name: Lo Meo, Sergio
name: Marcellini, Stefano
name: Masetti, Gianni
name: Navarria, Francesco
name: Perrotta, Andrea
name: Primavera, Federica
name: Rossi, Antonio
name: Rovelli, Tiziano
name: Siroli, Gian Piero
name: Tosi, Nicolò
name: Albergo, Sebastiano
name: Costa, Salvatore
name: Di Mattia, Alessandro
name: Potenza, Renato
name: Tricomi, Alessia
name: Tuve, Cristina
name: Barbagli, Giuseppe
name: Cassese, Antonio
name: Ceccarelli, Rudy
name: Ciulli, Vitaliano
name: Civinini, Carlo
name: D'Alessandro, Raffaello
name: Fiori, Francesco
name: Focardi, Ettore
name: Latino, Giuseppe
name: Lenzi, Piergiulio
name: Meschini, Marco
name: Paoletti, Simone
name: Sguazzoni, Giacomo
name: Viliani, Lorenzo
name: Benussi, Luigi
name: Bianco, Stefano
name: Piccolo, Davide
name: Bozzo, Marco
name: Ferro, Fabrizio
name: Mulargia, Roberto
name: Robutti, Enrico
name: Tosi, Silvano
name: Benaglia, Andrea
name: Beschi, Andrea
name: Brivio, Francesco
name: Ciriolo, Vincenzo
name: Dinardo, Mauro Emanuele
name: Dini, Paolo
name: Gennai, Simone
name: Ghezzi, Alessio
name: Govoni, Pietro
name: Guzzi, Luca
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name: Rathjens, Denis
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name: Hegde, Vinay
name: Kunori, Shuichi
name: Lamichhane, Kamal
name: Lee, Sung Won
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name: Peltola, Timo
name: Undleeb, Sonaina
name: Volobouev, Igor
name: Wang, Zhixing
name: Whitbeck, Andrew
name: Greene, Senta
name: Gurrola, Alfredo
name: Janjam, Ravi
name: Johns, Willard
name: Maguire, Charles
name: Melo, Andrew
name: Ni, Hong
name: Padeken, Klaas
name: Romeo, Francesco
name: Sheldon, Paul
name: Tuo, Shengquan
name: Velkovska, Julia
name: Verweij, Marta
name: Arenton, Michael Wayne
name: Barria, Patrizia
name: Cox, Bradley
name: Cummings, Grace
name: Hakala, John
name: Hirosky, Robert
name: Joyce, Matthew
name: Ledovskoy, Alexander
name: Neu, Christopher
name: Tannenwald, Benjamin
name: Wang, Yanchu
name: Wolfe, Evan
name: Xia, Fan
name: Harr, Robert
name: Karchin, Paul Edmund
name: Poudyal, Nabin
name: Sturdy, Jared
name: Thapa, Prakash
name: Bose, Tulika
name: Buchanan, James
name: Caillol, Cécile
name: Carlsmith, Duncan
name: Dasu, Sridhara
name: De Bruyn, Isabelle
name: Dodd, Laura
name: Galloni, Camilla
name: He, He
name: Herndon, Matthew
name: Hervé, Alain
name: Hussain, Usama
name: Lanaro, Armando
name: Loeliger, Andrew
name: Long, Kenneth
name: Loveless, Richard
name: Madhusudanan Sreekala, Jithin
name: Pinna, Deborah
name: Ruggles, Tyler
name: Savin, Alexander
name: Sharma, Varun
name: Smith, Wesley H
name: Teague, Dylan
name: Trembath-Reichert, Stephen
Publisher: name: Deutsches Elektronen-Synchrotron, DESY, Hamburg
Year: 2019

description: We describe a method to obtain point and dispersion estimates for the energies of jets arising from b quarks produced in proton-proton collisions at an energy of $\sqrt{s}=$ 13 TeV at the CERN LHC. The algorithm is trained on a large simulated sample of b jets and validated on data recorded by the CMS detector in 2017 corresponding to an integrated luminosity of 41 fb$^{-1}$. A multivariate regression algorithm based on a deep feed-forward neural network employs jet composition and shape information, and the properties of reconstructed secondary vertices associated with the jet. The results of the algorithm are used to improve the sensitivity of analyses that make use of b jets in the final state, such as the observation of Higgs boson decay to $\mathrm{b\bar{b}}$.