Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network
Authors: Aad G , Aakvaag E , Abbott B , Abeling K , Abicht N J , Abidi S H , Aboulhorma A , Abramowicz H , Abreu H , Abulaiti Y , Acharya B S , Adam Bourdarios C , Adamczyk L , Addepalli S V , Addison M J , Adelman J , Adiguzel A , Adye T , Affolder A A , Afik Y , Agaras M N , Agarwala J , Aggarwal A , Agheorghiesei C , Ahmad A , Ahmadov F , Ahmed W S , Ahuja S , Ai X , Aielli G , Aikot A , Ait Tamlihat M , Aitbenchikh B , Aizenberg I , Akbiyik M , Åkesson T P A , Akimov A V , Akiyama D , Akolkar N N , Aktas S , Al Khoury K , Alberghi G L , Albert J , Albicocco P , Albouy G L , Alderweireldt S , Alegria Z L , Aleksa M , Aleksandrov I N , Alexa C , Alexopoulos T , Alfonsi F , Algren M , Alhroob M , Ali B , J Ali H M , Ali S , Alibocus S W , Aliev M , Alimonti G , Alkakhi W , Allaire C , M Allbrooke B M , Allen J F , Allendes Flores C A , Allport P P , Aloisio A , Alonso F , Alpigiani C , Alvarez Estevez M , Alvarez Fernandez A , Alves Cardoso M , Alviggi M G , Aly M , Amaral Coutinho Y , Ambler A , Amelung C , Amerl M , Ames C G , Amidei D , Amor Dos Santos S P , Amos K R , Ananiev V , Anastopoulos C , Andeen T , Anders J K , Andrean S Y , Andreazza A , Angelidakis S , Angerami A , Anisenkov A V , Annovi A , Antel C , Anthony M T , Antipov E , Antonelli M , Anulli F , Aoki M , Aoki T , Aparisi Pozo J A , Aparo M A , Aperio Bella L , Appelt C , Apyan A , Arbiol Val S J , Arcangeletti C , H Arce A T , Arena E , Arguin J-F , Argyropoulos S , Arling J-H , Arnaez O , Arnold H , Artoni G , Asada H , Asai K , Asai S , Asbah N A , Assamagan K , Astalos R , Atashi S , Atkin R J , Atkinson M , Atmani H , Atmasiddha P A , Augsten K , Auricchio S , Auriol A D , Austrup V A , Avolio G , Axiotis K , Azuelos G , Babal D , Bachacou H , Bachas K , Bachiu A , Backman F , Badea A , Baer T M , Bagnaia P , Bahmani M , Bahner D , Bai K , Bailey A J , Bailey V R , Baines J T , Baines L , Baker O K , Bakos E , Bakshi Gupta D , Balakrishnan V , Balasubramanian R , Baldin E M , Balek P , Ballabene E , Balli F , Baltes L M , Balunas W K , Balz J , Banas E , Bandieramonte M , Bandyopadhyay A , Bansal S , Barak L , Barakat M , Barberio E L , Barberis D , Barbero M , Barel M Z , Barends K N , Barillari T , Barisits M-S , Barklow T , Baron P , Baron Moreno D A , Baroncelli A , Barone G , Barr A J , Barr J D , Barreiro F , Barreiro Guimarães da Costa J , Barron U , Barros Teixeira M G , Barsov S , Bartels F , Bartoldus R , Barton A E , Bartos P , Basan A , Baselga M , Bassalat A , Basso M J , Basson C R , Bates R L , Batlamous S , Batool B , Battaglia M , Battulga D , Bauce M , Bauer M , Bauer P , Bazzano Hurrell L T , Beacham J B , Beau T , Beaucamp J Y , Beauchemin P H , Bechtle P , Beck H P , Becker K , Beddall A J , Bednyakov V A , Bee C P , Beemster L J , Beermann T A , Begalli M , Begel M , Behera A , Behr J K , Beirer J F , Beisiegel F , Belfkir M , Bella G , Bellagamba L , Bellerive A , Bellos P , Beloborodov K , Benchekroun D , Bendebba F , Benhammou Y , Benkendorfer K C , Beresford L , Beretta M , Bergeaas Kuutmann E , Berger N , Bergmann B , Beringer J , Bernardi G , Bernius C , Bernlochner F U , Bernon F , Berrocal Guardia A , Berry T , Berta P , Berthold A , Bethke S , Betti A , Bevan A J , Bhalla N K , Bhamjee M , Bhatta S , Bhattacharya D S , Bhattarai P , Bhide K D , Bhopatkar V S , Bianchi R M , Bianco G , Biebel O , Bielski R , Biglietti M , Billingsley C S , Bindi M , Bingul A , Bini C , Biondini A , Birch-sykes C J , Bird G A , Birman M , Biros M , Biryukov S , Bisanz T , Bisceglie E , Biswal J P , Biswas D , Bjørke K , Bloch I , Blue A , Blumenschein U , Blumenthal J , Bobrovnikov V S , Boehler M , Boehm B , Bogavac D , Bogdanchikov A G , Bohm C , Boisvert V , Bokan P , Bold T , Bomben M , Bona M , Boonekamp M , Booth C D , Borbély A G , Bordulev I S , Borecka-Bielska H M , Borissov G , Bortoletto D , Boscherini D , Bosman M , Bossio Sola J D , Bouaouda K , Bouchhar N , Boudreau J , Bouhova-Thacker E V , Boumediene D , Bouquet R , Boveia A , Boyd J , Boye D , Boyko I R , Bracinik J , Brahimi N , Brandt G , Brandt O , Braren F , Brau B , Brau J E , Brener R , Brenner L , Brenner R , Bressler S , Britton D , Britzger D , Brock I , Brooijmans G , Brost E , Brown L M , Bruce L E , Bruckler T L , Bruckman de Renstrom P A , Brüers B , Bruni A , Bruni G , Bruschi M , Bruscino N , Buanes T , Buat Q , Buchin D , Buckley A G , Bulekov O , Bullard B A , Burdin S , Burgard C D , Burger A M , Burghgrave B , Burlayenko O , P Burr J T , Burton C D , Burzynski J C , Busch E L , Büscher V , Bussey P J , Butler J M , Buttar C M , Butterworth J M , Buttinger W , Buxo Vazquez C J , Buzykaev A R , Cabrera Urbán S , Cadamuro L , Caforio D , Cai H , Cai Y , Cai Y , M Cairo V M , Cakir O , Calace N , Calafiura P , Calderini G , Calfayan P , Callea G , Caloba L P , Calvet D , Calvet S , Calvetti M , Camacho Toro R , Camarda S , Camarero Munoz D , Camarri P , Camerlingo M T , Cameron D , Camincher C , Campanelli M , Camplani A , Canale V , Canbay A C , Cantero J , Cao Y , Capocasa F , Capua M , Carbone A , Cardarelli R , J Cardenas J C , Cardillo F , Carducci G , Carli T , Carlino G , Carlotto J I , Carlson B T , Carlson E M , Carminati L , Carnelli A , Carnesale M , Caron S , Carquin E , Carrá S , Carratta G , Carroll A M , Carter T M , Casado M P , Caspar M , Castillo F L , Castillo Garcia L , Castillo Gimenez V , Castro N F , Catinaccio A , Catmore J R , Cavaliere T , Cavaliere V , Cavalli N , Cekmecelioglu Y C , Celebi E , Celli F , Centonze M S , Cepaitis V , Cerny K , Cerqueira A S , Cerri A , Cerrito L , Cerutti F , Cervato B , Cervelli A , Cesarini G , Cetin S A , Chakraborty D , Chan J , Chan W Y , Chapman J D , Chapon E , Chargeishvili B , Charlton D G , Chatterjee M , Chauhan C , Che Y , Chekanov S , Chekulaev S V , Chelkov G A , Chen A , Chen B , Chen B , Chen H , Chen H , Chen J , Chen J , Chen M , Chen S , Chen S J , Chen X , Chen X , Chen Y , Cheng C L , Cheng H C , Cheong S , Cheplakov A , Cheremushkina E , Cherepanova E , Cherkaoui El Moursli R , Cheu E , Cheung K , Chevalier L , Chiarella V , Chiarelli G , Chiedde N , Chiodini G , Chisholm A S , Chitan A , Chitishvili M , Chizhov M V , Choi K , Chou Y , S Chow E Y , Chu K L , Chu M C , Chu X , Chudoba J , Chwastowski J J , Cieri D , Ciesla K M , Cindro V , Ciocio A , Cirotto F , Citron Z H , Citterio M , Ciubotaru D A , Clark A , Clark P J , Clarry C , Clavijo Columbie J M , Clawson S E , Clement C , Clercx J , Coadou Y , Cobal M , Coccaro A , Coelho Barrue R F , Coelho Lopes De Sa R , Coelli S , Cole B , Collot J , Conde Muiño P , Connell M P , Connell S H , Conroy E I , Conventi F , Cooke H G , Cooper-Sarkar A M , Cordeiro Oudot Choi A , Corpe L D , Corradi M , Corriveau F , Cortes-Gonzalez A , Costa M J , Costanza F , Costanzo D , Cote B M , Cowan G , Cranmer K , Cremonini D , Crépé-Renaudin S , Crescioli F , Cristinziani M , Cristoforetti M , Croft V , Crosby J E , Crosetti G , Cueto A , Cuhadar Donszelmann T , Cui H , Cui Z , Cunningham W R , Curcio F , Czodrowski P , Czurylo M M , Da Cunha Sargedas De Sousa M J , Da Fonseca Pinto J V , Da Via C , Dabrowski W , Dado T , Dahbi S , Dai T , Dal Santo D , Dallapiccola C , Dam M , D’amen G , D’Amico V , Damp J , Dandoy J R , Danninger M , Dao V , Darbo G , Darmora S , Das S J , D’Auria S , D’avanzo A , David C , Davidek T , Davis-Purcell B , Dawson I , Day-hall H A , De K , De Asmundis R , De Biase N , De Castro S , De Groot N , de Jong P , De la Torre H , De Maria A , De Salvo A , De Sanctis U , De Santis F , De Santo A , De Vivie De Regie J B , Dedovich D V , Degens J , Deiana A M , Del Corso F , Del Peso J , Del Rio F , Delagrange L , Deliot F , Delitzsch C M , Della Pietra M , Della Volpe D , Dell’Acqua A , Dell’Asta L , Delmastro M , Delsart P A , Demers S , Demichev M , Denisov S P , D’Eramo L , Derendarz D , Derue F , Dervan P , Desch K , Deutsch C , Di Bello F A , Di Ciaccio A , Di Ciaccio L , Di Domenico A , Di Donato C , Di Girolamo A , Di Gregorio G , Di Luca A , Di Micco B , Di Nardo R , Diamantopoulou M , Dias F A , Dias Do Vale T , Diaz M A , Diaz Capriles F G , Didenko M , Diehl E B , Díez Cornell S , Diez Pardos C , Dimitriadi C , Dimitrievska A , Dingfelder J , Dinu I-M , Dittmeier S J , Dittus F , Djama F , Djobava T , Doglioni C , Dohnalova A , Dolejsi J , Dolezal Z , Dona K M , Donadelli M , Dong B , Donini J , D’Onofrio A , D’Onofrio M , Dopke J , Doria A , Dos Santos Fernandes N , Dougan P , Dova M T , Doyle A T , Draguet M A , Dreyer E , Drivas-koulouris I , Drnevich M , Drozdova M , Du D , du Pree T A , Dubinin F , Dubovsky M , Duchovni E , Duckeck G , Ducu O A , Duda D , Dudarev A , Duden E R , D’uffizi M , Duflot L , Dührssen M , Dumitriu A E , Dunford M , Dungs S , Dunne K , Duperrin A , Duran Yildiz H , Düren M , Durglishvili A , Dwyer B L , Dyckes G I , Dyndal M , Dziedzic B S , Earnshaw Z O , Eberwein G H , Eckerova B , Eggebrecht S , Egidio Purcino De Souza E , Ehrke L F , Eigen G , Einsweiler K , Ekelof T , Ekman P A , El Farkh S , El Ghazali Y , El Jarrari H , El Moussaouy A , Ellajosyula V , Ellert M , Ellinghaus F , Ellis N , Elmsheuser J , Elsing M , Emeliyanov D , Enari Y , Ene I , Epari S , Erland P A , Errenst M , Escalier M , Escobar C , Etzion E , Evans G , Evans H , Evans L S , Ezhilov A , Ezzarqtouni S , Fabbri F , Fabbri L , Facini G , Fadeyev V , Fakhrutdinov R M , Fakoudis D , Falciano S , Falda Ulhoa Coelho L F , Falke P J , Faltova J , Fan C , Fan Y , Fang Y , Fanti M , Faraj M , Farazpay Z , Farbin A , Farilla A , Farooque T , Farrington S M , Fassi F , Fassouliotis D , Faucci Giannelli M , Fawcett W J , Fayard L , Federic P , Federicova P , Fedin O L , Feickert M , Feligioni L , Fellers D E , Feng C , Feng M , Feng Z , Fenton M J , Ferencz L , M Ferguson R A , Fernandez Luengo S I , Fernandez Martinez P , V Fernoux M J , Ferrando J , Ferrari A , Ferrari P , Ferrari R , Ferrere D , Ferretti C , Fiedler F , Fiedler P , Filipčič A , Filmer E K , Filthaut F , N Fiolhais M C , Fiorini L , Fisher W C , Fitschen T , Fitzhugh P M , Fleck I , Fleischmann P , Flick T , Flores M , Flores Castillo L R , Flores Sanz De Acedo L , Follega F M , Fomin N , Foo J H , Formica A , Forti A C , Fortin E , Fortman A W , Foti M G , Fountas L , Fournier D , Fox H , Francavilla P , Francescato S , Franchellucci S , Franchini M , Franchino S , Francis D , Franco L , Franco Lima V , Franconi L , Franklin M , Frattari G , Freund W S , Frid Y Y , Friend J , Fritzsche N , Froch A , Froidevaux D , Frost J A , Fu Y , Fuenzalida Garrido S , Fujimoto M , Fung K Y , Furtado De Simas Filho E , Furukawa M , Fuster J , Gabrielli A , Gabrielli A , Gadow P , Gagliardi G , Gagnon L G , Galantzan S , Gallas E J , Gallop B J , Gan K K , Ganguly S , Gao Y , Garay Walls F M , Garcia B , García C , Garcia Alonso A , Garcia Caffaro A G , García Navarro J E , Garcia-Sciveres M , Gardner G L , Gardner R W , Garelli N , Garg D , Garg R B , Gargan J M , Garner C A , Garvey C M , Gaspar P , Gassmann V K , Gaudio G , Gautam V , Gauzzi P , Gavrilenko I L , Gavrilyuk A , Gay C , Gaycken G , Gazis E N , Geanta A A , Gee C M , Gekow A , Gemme C , Genest M H , Gentry A D , George S , George W F , Geralis T , Gessinger-Befurt P , Geyik M E , Ghani M , Ghneimat M , Ghorbanian K , Ghosal A , Ghosh A , Ghosh A , Giacobbe B , Giagu S , Giani T , Giannetti P , Giannini A , Gibson S M , Gignac M , Gil D T , Gilbert A K , Gilbert B J , Gillberg D , Gilles G , Ginabat L , Gingrich D M , Giordani M P , Giraud P F , Giugliarelli G , Giugni D , Giuli F , Gkialas I , Gladilin L K , Glasman C , Gledhill G R , Glemža G , Glisic M , Gnesi I , Go Y , Goblirsch-Kolb M , Gocke B , Godin D , Gokturk B , Goldfarb S , Golling T , D Gololo M G , Golubkov D , Gombas J P , Gomes A , Gomes Da Silva G , Gomez Delegido A J , Gonçalo R , Gonella L , Gongadze A , Gonnella F , Gonski J L , González Andana R Y , González de la Hoz S , Gonzalez Lopez R , Gonzalez Renteria C , Gonzalez Rodrigues M V , Gonzalez Suarez R , Gonzalez-Sevilla S , Gonzalvo Rodriguez G R , Goossens L , Gorini B , Gorini E , Gorišek A , Gosart T C , Goshaw A T , Gostkin M I , Goswami S , Gottardo C A , Gotz S A , Gouighri M , Goumarre V , Goussiou A G , Govender N , Grabowska-Bold I , Graham K , Gramstad E , Grancagnolo S , Grant C M , Gravila P M , Gravili F G , Gray H M , Greco M , Grefe C , Gregor I M , Grenier P , Grewe S G , Grillo A A , Grimm K , Grinstein S , -F Grivaz J , Gross E , Grosse-Knetter J , Grundy J C , Guan L , Gubbels C , R Guerrero Rojas J G , Guerrieri G , Guescini F , Gugel R , M Guhit J A , Guida A , Guilloton E , Guindon S , Guo F , Guo J , Guo L , Guo Y , Gupta R , Gupta R , Gurbuz S , Gurdasani S S , Gustavino G , Guth M , Gutierrez P , Gutierrez Zagazeta L F , Gutsche M , Gutschow C , Gwenlan C , Gwilliam C B , Haaland E S , Haas A , Habedank M , Haber C , Hadavand H K , Hadef A , Hadzic S , Hagan A I , Hahn J J , Haines E H , Haleem M , Haley J , Hall J J , Hallewell G D , Halser L , Hamano K , Hamer M , Hamity G N , Hampshire E J , Han J , Han K , Han L , Han L , Han S , Han Y F , Hanagaki K , Hance M , Hangal D A , Hanif H , Hank M D , Hansen J B , Hansen P H , Hara K , Harada D , Harenberg T , Harkusha S , Harris M L , Harris Y T , Harrison J , Harrison N M , Harrison P F , Hartman N M , Hartmann N M , Hasegawa Y , Hauser R , Hawkes C M , Hawkings R J , Hayashi Y , Hayashida S , Hayden D , Hayes C , Hayes R L , Hays C P , Hays J M , Hayward H S , He F , He M , He Y , He Y , He Y , Heatley N B , Hedberg V , Heggelund A L , Hehir N D , Heidegger C , Heidegger K K , Heidorn W D , Heilman J , Heim S , Heim T , Heinlein J G , Heinrich J J , Heinrich L , Hejbal J , Held A , Hellesund S , Helling C M , Hellman S , W Henderson R C , Henkelmann L , Henriques Correia A M , Herde H , Hernández Jiménez Y , Herrmann L M , Herrmann T , Herten G , Hertenberger R , Hervas L , Hesping M E , Hessey N P , Hill E , Hillier S J , Hinds J R , Hinterkeuser F , Hirose M , Hirose S , Hirschbuehl D , Hitchings T G , Hiti B , Hobbs J , Hobincu R , Hod N , Hodgkinson M C , Hodkinson B H , Hoecker A , Hofer D D , Hofer J , Holm T , Holzbock M , A H Hommels L B , Honan B P , Hong J , Hong T M , Hooberman B H , Hopkins W H , Horii Y , Hou S , Howard A S , Howarth J , Hoya J , Hrabovsky M , Hrynevich A , Hryn’ova T , Hsu P J , -C Hsu S , Hu Q , Huang S , Huang X , Huang X , Huang Y , Huang Y , Huang Z , Hubacek Z , Huebner M , Huegging F , Huffman T B , Hugli C A , Huhtinen M , Huiberts S K , Hulsken R , Huseynov N , Huston J , Huth J , Hyneman R , Iacobucci G , Iakovidis G , Ibragimov I , Iconomidou-Fayard L , Iddon J P , Iengo P , Iguchi R , Iizawa T , Ikegami Y , Ilic N , Imam H , Ince Lezki M , Ingebretsen Carlson T , Introzzi G , Iodice M , Ippolito V , Irwin R K , Ishino M , Islam W , Issever C , Istin S , Ito H , Iuppa R , Ivina A , Izen J M , Izzo V , Jacka P , Jackson P , Jaeger B P , Jagfeld C S , Jain G , Jain P , Jakobs K , Jakoubek T , Jamieson J , Janas K W , Javurkova M , Jeanty L , Jejelava J , Jenni P , Jessiman C E , Jia C , Jia J , Jia X , Jia X , Jia Z , Jiggins S , Jimenez Pena J , Jin S , Jinaru A , Jinnouchi O , Johansson P , Johns K A , Johnson J W , Jones D M , Jones E , Jones P , L Jones R W , Jones T J , Joos H L , Joshi R , Jovicevic J , Ju X , Junggeburth J J , Junkermann T , Juste Rozas A , Juzek M K , Kabana S , Kaczmarska A , Kado M , Kagan H , Kagan M , Kahn A , Kahn A , Kahra C , Kaji T , Kajomovitz E , Kakati N , Kalaitzidou I , Kalderon C W , Kang N J , Kar D , Karava K , Kareem M J , Karentzos E , Karkanias I , Karkout O , Karpov S N , Karpova Z M , Kartvelishvili V , Karyukhin A N , Kasimi E , Katzy J , Kaur S , Kawade K , Kawale M P , Kawamoto C , Kawamoto T , Kay E F , Kaya F I , Kazakos S , Kazanin V F , Ke Y , Keaveney J M , Keeler R , Kehris G V , Keller J S , Kelly A S , Kempster J J , Kennedy P D , Kepka O , Kerridge B P , Kersten S , Kerševan B P , Keshri S , Keszeghova L , Ketabchi Haghighat S , Khan R A , Khanov A , Kharlamov A G , Kharlamova T , Khoda E E , Kholodenko M , Khoo T J , Khoriauli G , Khubua J , R Khwaira Y A , Kibirige B , Kilgallon A , Kim D W , Kim Y K , Kimura N , Kingston M K , Kirchhoff A , Kirfel C , Kirfel F , Kirk J , Kiryunin A E , Kitsaki C , Kivernyk O , Klassen M , Klein C , Klein L , Klein M H , Klein S B , Klein U , Klimek P , Klimentov A , Klioutchnikova T , Kluit P , Kluth S , Kneringer E , Knight T M , Knue A , Kobayashi R , Kobylianskii D , Koch S F , Kocian M , Kodyš P , Koeck D M , Koenig P T , Koffas T , Kolay O , Koletsou I , Komarek T , Köneke K , Y Kong A X , Kono T , Konstantinidis N , Kontaxakis P , Konya B , Kopeliansky R , Koperny S , Korcyl K , Kordas K , Korn A , Korn S , Korolkov I , Korotkova N , Kortman B , Kortner O , Kortner S , Kostecka W H , Kostyukhin V V , Kotsokechagia A , Kotwal A , Koulouris A , Kourkoumeli-Charalampidi A , Kourkoumelis C , Kourlitis E , Kovanda O , Kowalewski R , Kozanecki W , Kozhin A S , Kramarenko V A , Kramberger G , Kramer P , Krasny M W , Krasznahorkay A , Kraus J W , Kremer J A , Kresse T , Kretzschmar J , Kreul K , Krieger P , Krishnamurthy S , Krivos M , Krizka K , Kroeninger K , Kroha H , Kroll J , Kroll J , Krowpman K S , Kruchonak U , Krüger H , Krumnack N , Kruse M C , Kuchinskaia O , Kuday S , Kuehn S , Kuesters R , Kuhl T , Kukhtin V , Kulchitsky Y , Kuleshov S , Kumar M , Kumari N , Kumari P , Kupco A , Kupfer T , Kupich A , Kuprash O , Kurashige H , Kurchaninov L L , Kurdysh O , Kurochkin Y A , Kurova A , Kuze M , Kvam A K , Kvita J , Kwan T , Kyriacou N G , O Laatu L A , Lacasta C , Lacava F , Lacker H , Lacour D , Lad N N , Ladygin E , Laforge B , Lagouri T , Lahbabi F Z , Lai S , Lakomiec I K , Lalloue N , Lambert J E , Lammers S , Lampl W , Lampoudis C , Lamprinoudis G , Lancaster A N , Lançon E , Landgraf U , J Landon M P , Lang V S , B Langrekken O K , Lankford A J , Lanni F , Lantzsch K , Lanza A , Lapertosa A , Laporte J F , Lari T , Lasagni Manghi F , Lassnig M , Latonova V , Laudrain A , Laurier A , Lawlor S D , Lawrence Z , Lazaridou R , Lazzaroni M , Le B , Le Boulicaut E M , Leban B , Lebedev A , LeBlanc M , Ledroit-Guillon F , A Lee A C , Lee S C , Lee S , Lee T F , Leeuw L L , Lefebvre H P , Lefebvre M , Leggett C , Lehmann Miotto G , Leigh M , Leight W A , Leinonen W , Leisos A , L Leite M A , Leitgeb C E , Leitner R , C Leney K J , Lenz T , Leone S , Leonidopoulos C , Leopold A , Leroy C , Les R , Lester C G , Levchenko M , Levêque J , Levinson L J , Levrini G , Lewicki M P , Lewis D J , Li A , Li B , Li C , Li C-Q , Li H , Li H , Li H , Li H , Li H , Li J , Li K , Li L , Li M , Li Q Y , Li S , Li S , Li T , Li X , Li Z , Li Z , Li Z , Liang S , Liang Z , Liberatore M , Liberti B , Lie K , Lieber Marin J , Lien H , Lin K , Lindley R E , Lindon J H , Lipeles E , Lipniacka A , Lister A , Little J D , Liu B , Liu B X , Liu D , Liu J B , K Liu J K , Liu K , Liu M , Liu M Y , Liu P , Liu Q , Liu X , Liu X , Liu Y , Liu Y L , Liu Y W , Llorente Merino J , Lloyd S L , Lobodzinska E M , Loch P , Lohse T , Lohwasser K , Loiacono E , Lokajicek M , Lomas J D , Long J D , Longarini I , Longo L , Longo R , Lopez Paz I , Lopez Solis A , Lorenzo Martinez N , Lory A M , Löschcke Centeno G , Loseva O , Lou X , Lou X , Lounis A , Love P A , Lu G , Lu M , Lu S , Lu Y J , Lubatti H J , Luci C , Lucio Alves F L , Luehring F , Luise I , Lukianchuk O , Lundberg O , Lund-Jensen B , Luongo N A , Lutz M S , Lux A B , Lynn D , Lysak R , Lytken E , Lyubushkin V , Lyubushkina T , Lyukova M M , Ma H , Ma K , Ma L L , Ma W , Ma Y , Mac Donell D M , Maccarrone G , MacDonald J C , Machado De Abreu Farias P C , Madar R , Mader W F , Madula T , Maeda J , Maeno T , Maguire H , Maiboroda V , Maio A , Maj K , Majersky O , Majewski S , Makovec N , Maksimovic V , Malaescu B , Malecki Pa , Maleev V P , Malek F , Mali M , Malito D , Mallik U , Maltezos S , Malyukov S , Mamuzic J , Mancini G , Mancini M N , Manco G , Mandalia J P , Mandić I , Manhaes de Andrade Filho L , Maniatis I M , Manjarres Ramos J , Mankad D C , Mann A , Manzoni S , Mao L , Mapekula X , Marantis A , Marchiori G , Marcisovsky M , Marcon C , Marinescu M , Marium S , Marjanovic M , Marshall E J , Marshall Z , Marti-Garcia S , Martin T A , Martin V J , Martin dit Latour B , Martinelli L , Martinez M , Martinez Agullo P , Martinez Outschoorn V I , Martinez Suarez P , Martin-Haugh S , Martoiu V S , Martyniuk A C , Marzin A , Mascione D , Masetti L , Mashimo T , Masik J , Maslennikov A L , Massarotti P , Mastrandrea P , Mastroberardino A , Masubuchi T , Mathisen T , Matousek J , Matsuzawa N , Maurer J , Maček B , Maximov D A , Mazini R , Maznas I , Mazza M , Mazza S M , Mazzeo E , Mc Ginn C , Mc Gowan J P , Mc Kee S P , McCracken C C , McDonald E F , McDougall A E , Mcfayden J A , McGovern R P , Mchedlidze G , Mckenzie R P , Mclachlan T C , Mclaughlin D J , McMahon S J , Mcpartland C M , McPherson R A , Mehlhase S , Mehta A , Melini D , Mellado Garcia B R , Melo A H , Meloni F , Mendes Jacques Da Costa A M , Meng H Y , Meng L , Menke S , Mentink M , Meoni E , Mercado G , Merlassino C , Merola L , Meroni C , Metcalfe J , Mete A S , Meyer C , Meyer J-P , Middleton R P , Mijović L , Mikenberg G , Mikestikova M , Mikuž M , Mildner H , Milic A , Miller D W , Miller E H , Miller L S , Milov A , Milstead D A , Min T , Minaenko A A , Minashvili I A , Mince L , Mincer A I , Mindur B , Mineev M , Mino Y , Mir L M , Miralles Lopez M , Mironova M , Mishima A , Missio M C , Mitra A , Mitsou V A , Mitsumori Y , Miu O , Miyagawa P S , Mkrtchyan T , Mlinarevic M , Mlinarevic T , Mlynarikova M , Mobius S , Mogg P , Mohamed Farook M H , Mohammed A F , Mohapatra S , Mokgatitswane G , Moleri L , Mondal B , Mondal S , Mönig K , Monnier E , Monsonis Romero L , Montejo Berlingen J , Montella M , Montereali F , Monticelli F , Monzani S , Morange N , Moreira De Carvalho A L , Moreno Llácer M , Moreno Martinez C , Morettini P , Morgenstern S , Morii M , Morinaga M , Morodei F , Morvaj L , Moschovakos P , Moser B , Mosidze M , Moskalets T , Moskvitina P , Moss J , Moussa A , W Moyse E J , Mtintsilana O , Muanza S , Mueller J , Muenstermann D , Müller R , Mullier G A , Mullin A J , Mullin J J , Mungo D P , Munoz Perez D , Munoz Sanchez F J , Murin M , Murray W J , Muškinja M , Mwewa C , Myagkov A G , Myers A J , Myers G , Myska M , Nachman B P , Nackenhorst O , Nagai K , Nagano K , Nagle J L , Nagy E , Nairz A M , Nakahama Y , Nakamura K , Nakkalil K , Nanjo H , Narayan R , Narayanan E A , Naryshkin I , Naseri M , Nasri S , Nass C , Navarro G , Navarro-Gonzalez J , Nayak R , Nayaz A , Nechaeva P Y , Nechansky F , Nedic L , Neep T J , Negri A , Negrini M , Nellist C , Nelson C , Nelson K , Nemecek S , Nessi M , Neubauer M S , Neuhaus F , Neundorf J , Newhouse R , Newman P R , Ng C W , Y Ng Y W , Ngair B , N Nguyen H D , Nickerson R B , Nicolaidou R , Nielsen J , Niemeyer M , Niermann J , Nikiforou N , Nikolaenko V , Nikolic-Audit I , Nikolopoulos K , Nilsson P , Ninca I , Nindhito H R , Ninio G , Nisati A , Nishu N , Nisius R , Nitschke J-E , Nkadimeng E K , Nobe T , Noel D L , Nommensen T , Norfolk M B , B Norisam R R , Norman B J , Noury M , Novak J , Novak T , Novotny L , Novotny R , Nozka L , Ntekas K , J Nunes De Moura Junior N M , Ocariz J , Ochi A , Ochoa I , Oerdek S , Offermann J T , Ogrodnik A , Oh A , Ohm C C , Oide H , Oishi R , Ojeda M L , Okumura Y , Oleiro Seabra L F , Olivares Pino S A , Oliveira Damazio D , Oliveira Goncalves D , Oliver J L , O Öncel Ö , O’Neill A P , Onofre A , E Onyisi P U , Oreglia M J , Orellana G E , Orestano D , Orlando N , Orr R S , O’Shea V , Osojnak L M , Ospanov R , Otero y Garzon G , Otono H , Ott P S , Ottino G J , Ouchrif M , Ould-Saada F , Owen M , Owen R E , Oyulmaz K Y , Ozcan V E , Ozturk F , Ozturk N , Ozturk S , Pacey H A , Pacheco Pages A , Padilla Aranda C , Padovano G , Pagan Griso S , Palacino G , Palazzo A , Pampel J , Pan J , Pan T , Panchal D K , Pandini C E , Panduro Vazquez J G , Pandya H D , Pang H , Pani P , Panizzo G , Panwar L , Paolozzi L , Parajuli S , Paramonov A , Paraskevopoulos C , Paredes Hernandez D , Pareti A , Park K R , Park T H , Parker M A , Parodi F , Parrish E W , Parrish V A , Parsons J A , Parzefall U , Pascual Dias B , Pascual Dominguez L , Pasqualucci E , Passaggio S , Pastore F , Patel P , Patel U M , Pater J R , Pauly T , Pazos C I , Pearkes J , Pedersen M , Pedro R , Peleganchuk S V , Penc O , Pender E A , Penn G D , Penski K E , Penzin M , Peralva B S , Pereira Peixoto A P , Pereira Sanchez L , Perepelitsa D V , Perez Codina E , Perganti M , Pernegger H , Perrin O , Peters K , Y Peters R F , Petersen B A , Petersen T C , Petit E , Petousis V , Petridou C , Petru T , Petrukhin A , Pettee M , Pettersson N E , Petukhov A , Petukhova K , Pezoa R , Pezzotti L , Pezzullo G , Pham T M , Pham T , Phillips P W , Piacquadio G , Pianori E , Piazza F , Piegaia R , Pietreanu D , Pilkington A D , Pinamonti M , Pinfold J L , Pinheiro Pereira B C , Pinto Pinoargote A E , Pintucci L , Piper K M , Pirttikoski A , Pizzi D A , Pizzimento L , Pizzini A , -A Pleier M , Plesanovs V , Pleskot V , Plotnikova E , Poddar G , Poettgen R , Poggioli L , Pokharel I , Polacek S , Polesello G , Poley A , Polini A , Pollard C S , Pollock Z B , Pompa Pacchi E , Ponomarenko D , Pontecorvo L , Popa S , Popeneciu G A , Poreba A , Portillo Quintero D M , Pospisil S , Postill M A , Postolache P , Potamianos K , Potepa P A , Potrap I N , Potter C J , Potti H , Poulsen T , Poveda J , Pozo Astigarraga M E , Prades Ibanez A , Pretel J , Price D , Primavera M , Principe Martin M A , Privara R , Procter T , Proffitt M L , Proklova N , Prokofiev K , Proto G , Proudfoot J , Przybycien M , Przygoda W W , Psallidas A , Puddefoot J E , Pudzha D , Pyatiizbyantseva D , Qian J , Qichen D , Qin Y , Qiu T , Quadt A , Queitsch-Maitland M , Quetant G , Quinn R P , Rabanal Bolanos G , Rafanoharana D , Ragusa F , Rainbolt J L , Raine J A , Rajagopalan S , Ramakoti E , Ramirez-Berend I A , Ran K , Rapheeha N P , Rasheed H , Raskina V , Rassloff D F , Rastogi A , Rave S , Ravina B , Ravinovich I , Raymond M , Read A L , Readioff N P , Rebuzzi D M , Redlinger G , Reed A S , Reeves K , Reidelsturz J A , Reikher D , Rej A , Rembser C , Renda M , Rendel M B , Renner F , Rennie A G , Rescia A L , Resconi S , Ressegotti M , Rettie S , Reyes Rivera J G , Reynolds E , Rezanova O L , Reznicek P , Riani H , Ribaric N , Ricci E , Richter R , Richter S , Richter-Was E , Ridel M , Ridouani S , Rieck P , Riedler P , Riefel E M , Rieger J O , Rijssenbeek M , Rimoldi M , Rinaldi L , Rinn T T , Rinnagel M P , Ripellino G , Riu I , Rivera Vergara J C , Rizatdinova F , Rizvi E , Roberts B R , Robertson S H , Robinson D , Robles Gajardo C M , Robles Manzano M , Robson A , Rocchi A , Roda C , Rodriguez Bosca S , Rodriguez Garcia Y , Rodriguez Rodriguez A , Rodríguez Vera A M , Roe S , Roemer J T , Roepe-Gier A R , Roggel J , Røhne O , Rojas R A , A Roland C P , Roloff J , Romaniouk A , Romano E , Romano M , Romero Hernandez A C , Rompotis N , Roos L , Rosati S , Rosser B J , Rossi E , Rossi E , Rossi L P , Rossini L , Rosten R , Rotaru M , Rottler B , Rougier C , Rousseau D , Rousso D , Roy A , Roy-Garand S , Rozanov A , A Rozario Z M , Rozen Y , Rubio Jimenez A , Ruby A J , Ruelas Rivera V H , Ruggeri T A , Ruggiero A , Ruiz-Martinez A , Rummler A , Rurikova Z , Rusakovich N A , Russell H L , Russo G , Rutherfoord J P , Rutherford Colmenares S , Rybacki K , Rybar M , Rye E B , Ryzhov A , Sabater Iglesias J A , Sabatini P , F-W Sadrozinski H , Safai Tehrani F , Safarzadeh Samani B , Safdari M , Saha S , Sahinsoy M , Saibel A , Saimpert M , Saito M , Saito T , Salamani D , Salnikov A , Salt J , Salvador Salas A , Salvatore D , Salvatore F , Salzburger A , Sammel D , Sampsonidis D , Sampsonidou D , Sánchez J , Sanchez Sebastian V , Sandaker H , Sander C O , Sandesara J A , Sandhoff M , Sandoval C , C Sankey D P , Sano T , Sansoni A , Santi L , Santoni C , Santos H , Santra A , Saoucha K A , Saraiva J G , Sardain J , Sasaki O , Sato K , Sauer C , Sauerburger F , Sauvan E , Savard P , Sawada R , Sawyer C , Sawyer L , Sayago Galvan I , Sbarra C , Sbrizzi A , Scanlon T , Schaarschmidt J , Schäfer U , Schaffer A C , Schaile D , Schamberger R D , Scharf C , Schefer M M , Schegelsky V A , Scheirich D , Schenck F , Schernau M , Scheulen C , Schiavi C , Schioppa M , Schlag B , Schleicher K E , Schlenker S , Schmeing J , Schmidt M A , Schmieden K , Schmitt C , Schmitt N , Schmitt S , Schoeffel L , Schoening A , Scholer P G , Schopf E , Schott M , Schovancova J , Schramm S , Schroer T , Schultz-Coulon H-C , Schumacher M , Schumm B A , Schune Ph , Schuy A J , Schwartz H R , Schwartzman A , Schwarz T A , Schwemling Ph , Schwienhorst R , Sciandra A , Sciolla G , Scuri F , Sebastiani C D , Sedlaczek K , Seema P , Seidel S C , Seiden A , Seidlitz B D , Seitz C , Seixas J M , Sekhniaidze G , Selem L , Semprini-Cesari N , Sengupta D , Senthilkumar V , Serin L , Serkin L , Sessa M , Severini H , Sforza F , Sfyrla A , Sha Q , Shabalina E , Shaheen R , Shahinian J D , Shaked Renous D , Shan L Y , Shapiro M , Sharma A , Sharma A S , Sharma P , Shatalov P B , Shaw K , Shaw S M , Shcherbakova A , Shen Q , Sheppard D J , Sherwood P , Shi L , Shi X , Shimmin C O , Shinner J D , J Shipsey I P , Shirabe S , Shiyakova M , Shlomi J , Shochet M J , Shojaii J , Shope D R , Shrestha B , Shrestha S , Shrif E M , Shroff M J , Sicho P , Sickles A M , Sideras Haddad E , Sidoti A , Siegert F , Sijacki Dj , Sili F , Silva J M , Silva Oliveira M V , Silverstein S B , Simion S , Simoniello R , Simpson E L , Simpson H , Simpson L R , Simpson N D , Simsek S , Sindhu S , Sinervo P , Singh S , Sinha S , Sinha S , Sioli M , Siral I , Sitnikova E , Sjölin J , Skaf A , Skorda E , Skubic P , Slawinska M , Smakhtin V , Smart B H , Yu Smirnov S , Smirnov Y , Smirnova L N , Smirnova O , Smith A C , Smith E A , Smith H A , Smith J L , Smith R , Smizanska M , Smolek K , Snesarev A A , Snider S R , Snoek H L , Snyder S , Sobie R , Soffer A , Solans Sanchez C A , Yu Soldatov E , Soldevila U , Solodkov A A , Solomon S , Soloshenko A , Solovieva K , Solovyanov O V , Solovyev V , Sommer P , Sonay A , Song W Y , Sopczak A , Sopio A L , Sopkova F , Sorenson J D , Sotarriva Alvarez I R , Sothilingam V , Soto Sandoval O J , Sottocornola S , Soualah R , Soumaimi Z , South D , Soybelman N , Spagnolo S , Spalla M , Sperlich D , Spigo G , Spinali S , Spiteri D P , Spousta M , Staats E J , Stamen R , Stampekis A , Standke M , Stanecka E , Stange M V , Stanislaus B , Stanitzki M M , Stapf B , Starchenko E A , Stark G H , Stark J , Staroba P , Starovoitov P , Stärz S , Staszewski R , Stavropoulos G , Steentoft J , Steinberg P , Stelzer B , Stelzer H J , Stelzer-Chilton O , Stenzel H , Stevenson T J , Stewart G A , Stewart J R , Stockton M C , Stoicea G , Stolarski M , Stonjek S , Straessner A , Strandberg J , Strandberg S , Stratmann M , Strauss M , Strebler T , Strizenec P , Ströhmer R , Strom D M , Stroynowski R , Strubig A , Stucci S A , Stugu B , Stupak J , Styles N A , Su D , Su S , Su W , Su X , Suchy D , Sugizaki K , Sulin V V , Sullivan M J , S Sultan D M , Sultanaliyeva L , Sultansoy S , Sumida T , Sun S , Sun S , Sunneborn Gudnadottir O , Sur N , Sutton M R , Suzuki H , Svatos M , Swiatlowski M , Swirski T , Sykora I , Sykora M , Sykora T , Ta D , Tackmann K , Taffard A , Tafirout R , Tafoya Vargas J S , Takubo Y , Talby M , Talyshev A A , Tam K C , Tamir N M , Tanaka A , Tanaka J , Tanaka R , Tanasini M , Tao Z , Tapia Araya S , Tapprogge S , Tarek Abouelfadl Mohamed A , Tarem S , Tariq K , Tarna G , Tartarelli G F , Tas P , Tasevsky M , Tassi E , Tate A C , Tateno G , Tayalati Y , Taylor G N , Taylor W , Tee A S , Teixeira De Lima R , Teixeira-Dias P , Teoh J J , Terashi K , Terron J , Terzo S , Testa M , Teuscher R J , Thaler A , Theiner O , Themistokleous N , Theveneaux-Pelzer T , Thielmann O , Thomas D W , Thomas J P , Thompson E A , Thompson P D , Thomson E , Tian Y , Tikhomirov V , A Tikhonov Yu , Timoshenko S , Timoshyn D , L Ting E X , Tipton P , Tlou S H , Tnourji A , Todome K , Todorova-Nova S , Todt S , Togawa M , Tojo J , Tokár S , Tokushuku K , Toldaiev O , Tombs R , Tomoto M , Tompkins L , Topolnicki K W , Torrence E , Torres H , Torró Pastor E , Toscani M , Tosciri C , Tost M , Tovey D R , Traeet A , Trandafir I S , Trefzger T , Tricoli A , Trigger I M , Trincaz-Duvoid S , Trischuk D A , Trocmé B , Truong L , Trzebinski M , Trzupek A , Tsai F , Tsai M , Tsiamis A , Tsiareshka P V , Tsigaridas S , Tsirigotis A , Tsiskaridze V , Tskhadadze E G , Tsopoulou M , Tsujikawa Y , Tsukerman I I , Tsulaia V , Tsuno S , Tsuri K , Tsybychev D , Tu Y , Tudorache A , Tudorache V , Tuna A N , Turchikhin S , Turk Cakir I , Turra R , Turtuvshin T , Tuts P M , Tzamarias S , Tzanis P , Tzovara E , Ukegawa F , Ulloa Poblete P A , Umaka E N , Unal G , Unal M , Undrus A , Unel G , Urban J , Urquijo P , Urrejola P , Usai G , Ushioda R , Usman M , Uysal Z , Vacek V , Vachon B , H Vadla K O , Vafeiadis T , Vaitkus A , Valderanis C , Valdes Santurio E , Valente M , Valentinetti S , Valero A , Valiente Moreno E , Vallier A , Valls Ferrer J A , Van Arneman D R , Van Daalen T R , Van Der Graaf A , Van Gemmeren P , Van Rijnbach M , Van Stroud S , Van Vulpen I , Vanadia M , Vandelli W , Vandewall E R , Vannicola D , Vannoli L , Vari R , Varnes E W , Varni C , Varol T , Varouchas D , Varriale L , Varvell K E , Vasile M E , Vaslin L , Vasquez G A , Vasyukov A , Vavricka R , Vazeille F , Vazquez Schroeder T , Veatch J , Vecchio V , Veen M J , Veliscek I , Veloce L M , Veloso F , Veneziano S , Ventura A , Ventura Gonzalez S , Verbytskyi A , Verducci M , Vergis C , Verissimo De Araujo M , Verkerke W , Vermeulen J C , Vernieri C , Vessella M , Vetterli M C , Vgenopoulos A , Viaux Maira N , Vickey T , Vickey Boeriu O E , A Viehhauser G H , Vigani L , Villa M , Villaplana Perez M , Villhauer E M , Vilucchi E , Vincter M G , Virdee G S , Vishwakarma A , Visibile A , Vittori C , Vivarelli I , Voevodina E , Vogel F , Voigt J C , Vokac P , Volkotrub Yu , Von Ahnen J , Von Toerne E , Vormwald B , Vorobel V , Vorobev K , Vos M , Voss K , Vozak M , Vozdecky L , Vranjes N , Vranjes Milosavljevic M , Vreeswijk M , Vu N K , Vuillermet R , Vujinovic O , Vukotic I , Wada S , Wagner C , Wagner J M , Wagner W , Wahdan S , Wahlberg H , Wakida M , Walder J , Walker R , Walkowiak W , Wall A , Wallin E J , Wamorkar T , Wang A Z , Wang C , Wang C , Wang H , Wang J , -J Wang R , Wang R , Wang R , Wang S M , Wang S , Wang T , Wang W T , Wang W , Wang X , Wang X , Wang X , Wang Y , Wang Y , Wang Z , Wang Z , Wang Z , Warburton A , Ward R J , Warrack N , Waterhouse S , Watson A T , Watson H , Watson M F , Watton E , Watts G , Waugh B M , Weber C , Weber H A , Weber M S , Weber S M , Wei C , Wei Y , Weidberg A R , Weik E J , Weingarten J , Weirich M , Weiser C , Wells C J , Wenaus T , Wendland B , Wengler T , Wenke N S , Wermes N , Wessels M , Wharton A M , White A S , White A , White M J , Whiteson D , Wickremasinghe L , Wiedenmann W , Wielers M , Wiglesworth C , Wilbern D J , Wilkens H G , Williams D M , Williams H H , Williams S , Willocq S , Wilson B J , Windischhofer P J , Winkel F I , Winklmeier F , Winter B T , Winter J K , Wittgen M , Wobisch M , Wolffs Z , Wollrath J , Wolter M W , Wolters H , Woodward E L , Worm S D , Wosiek B K , Woźniak K W , Wozniewski S , Wraight K , Wu C , Wu M , Wu M , Wu S L , Wu X , Wu Y , Wu Z , Wuerzinger J , Wyatt T R , Wynne B M , Xella S , Xia L , Xia M , Xiang J , Xie M , Xie X , Xin S , Xiong A , Xiong J , Xu D , Xu H , Xu L , Xu R , Xu T , Xu Y , Xu Z , Xu Z , Yabsley B , Yacoob S , Yamaguchi Y , Yamashita E , Yamauchi H , Yamazaki T , Yamazaki Y , Yan J , Yan S , Yan Z , Yang H J , Yang H T , Yang S , Yang T , Yang X , Yang X , Yang Y , Yang Y , Yang Z , Yao W-M , Ye H , Ye H , Ye J , Ye S , Ye X , Yeh Y , Yeletskikh I , Yeo B K , Yexley M R , Yin P , Yorita K , Younas S , S Young C J , Young C , Yu C , Yu Y , Yuan M , Yuan R , Yue L , Zaazoua M , Zabinski B , Zaid E , Zak Z K , Zakareishvili T , Zakharchuk N , Zambito S , Zamora Saa J A , Zang J , Zanzi D , Zaplatilek O , Zeitnitz C , Zeng H , Zeng J C , Zenger Jr D T , Zenin O , Ženiš T , Zenz S , Zerradi S , Zerwas D , Zhai M , Zhang D F , Zhang J , Zhang J , Zhang K , Zhang L , Zhang P , Zhang R , Zhang S , Zhang S , Zhang T , Zhang X , Zhang X , Zhang Y , Zhang Y , Zhang Y , Zhang Z , Zhang Z , Zhao H , Zhao T , Zhao Y , Zhao Z , Zhemchugov A , Zheng J , Zheng K , Zheng X , Zheng Z , Zhong D , Zhou B , Zhou H , Zhou N , Zhou Y , Zhou Y , Zhu C G , Zhu J , Zhu Y , Zhu Y , Zhuang X , Zhukov K , Zimine N I , Zinsser J , Ziolkowski M , Živković L , Zoccoli A , Zoch K , Zorbas T G , Zormpa O , Zou W , Zwalinski L ,   The ATLAS Collaboration
Published: September 2024

The energy and mass measurements of jets are crucial tasks for the Large Hadron Collider experiments. This paper presents a new calibration method to simultaneously calibrate these quantities for large-radius jets measured with the ATLAS detector using a deep neural network (DNN). To address the specificities of the calibration problem, special loss functions and training procedures are employed, and a complex network architecture, which includes feature annotation and residual connection layers, is used. The DNN-based calibration is compared to the standard numerical approach in an extensive series of tests. The DNN approach is found to perform significantly better in almost all of the tests and over most of the relevant kinematic phase space. In particular, it consistently improves the energy and mass resolutions, with a 30% better energy resolution obtained for transverse momenta

p

T

>
500

GeV.