Philippe JEAN-PIERRE

---

• Type de publi. : Article dans une revue
• Date de publi. : 09/04/2026
• Auteurs : Dunya AlraddawiPhilippe KeckhutFlorian MandijaAlexis MariacciaChristophe PietrasJean-Charles DupontGuillaume PayenHélène VérèmesAlain HauchecorneAlain SarkissianJean-François MariscalJacques PorteneuveJean-Luc BarayNadège MontouxPatrick FrévilleSergey Khaykin
• Organismes : ATMOSPHERE - LATMOS ATMOSPHERE - LATMOS ATMOSPHERE - LATMOS ATMOSPHERE - LATMOS Laboratoire de Météorologie Dynamique (UMR 8539) Institut Pierre-Simon-Laplace Université de La Réunion Laboratoire de l'Atmosphère et des Cyclones Laboratoire de l'Atmosphère et des Cyclones ATMOSPHERE - LATMOS ATMOSPHERE - LATMOS ATMOSPHERE - LATMOS Gordien Strato Laboratoire de Météorologie Physique Laboratoire de Météorologie Physique Observatoire de Physique du Globe de Clermont-Ferrand Laboratoire de Météorologie Physique Observatoire de Physique du Globe de Clermont-Ferrand ATMOSPHERE - LATMOS
• Publié dans EPJ Web of Conferences le 23/10/2020

---

Résumé : Accurate water vapor measurements in the upper troposphere at cruise altitude are required to investigate contrails formation. We present 4 Raman lidars having these capabilities in France. Water vapor mixing ratio is proportional to the ratio of H2O and N2 Raman signals for the same altitude by a scale factor called calibration factor. Coaxial systems can be calibrated with independent measurement of water vapor total column. A more universal external method able to calibrate any lidar (co/non-axial system) is adopted, using co-located ERA5 hourly water vapor profiles. Full night calibration factor is estimated as the mean of hourly coefficients, daily calibrations are inspected to detect any instrumental changes. Final coefficients are then considered for quasi stationary periods. Calibrated profiles are validated against available radiosondes ones. This new software can be used to force models to better understand contrails contribution in future air traffic regulation as part of European project BeCoM.

---

Fichiers liés : epjconf_clrc-ilrc2026_09011.pdf

---

Source

---

• Type de publi. : Pré-publication, Document de travail
• Date de publi. : 08/04/2026
• Auteurs : Arzunik GevorgyanAram HayrapetyanVladimir MakarenkoArmen TumasyanWolfgang AdamLisa BenatoThomas BergauerMarko DragicevicStefan GundackerAli Kaan GuvenPriya Sajid HussainManfred JeitlerNatascha KrammerAng LiDietrich LikoMark MatthewmanJochen SchieckRobert SchöfbeckMaryam ShooshtariMangesh SonawaneNiels van den BosscheWolfgang WaltenbergerClaudia-Elisabeth WulzTahys JanssenDaniel Ocampo HenaoThomas van LaerPierre van MechelenDonya AhmadiJas BierkensNordin BreugelmansSoumya DansanaAlexandre de MoorMartin DelcourtStef Andre G DuponcheelChirayu GuptaFelix HeyenYanwen HongKai KangPavlo KashkoSteven LowetteInna MakarenkoSaranya NandakumarStefaan TavernierMichael TytgatGerrit Patrick van OnsemSenne van PutteTiepolo WybouwAya BeshrBugra BilinFranco Caviglia RomanBarbara ClerbauxAloke Kumar DasIsabelle de BruynGilles de LentdeckerEliott DucarmeHugues EvardLaurent FavartIlia KalaitzidouAli KhalilzadehAndrea MalaraMuhammad Aamir ShahzadLaurent ThomasMax Vanden BemdenCatherine Vander VeldePascal VanlaerChaochen YuanFengwangdong ZhangAmber CauwelsMaarten de CoenDidar DoburCristina GiordanoGul GokbulutKaram KasparDavid KavtaradzeDavid MarckxAnkita MehtaKirill SkovpenAdina Maria TomaruJan van der LindenJules VandenbroeckHenriette Aarup PetersenAnna BeneckeAgni BethaniAlessandra CappatiJerome de Favereau de JeneretChristophe DelaereFrancisco Gameiro CasalinhoAndrea GiammancoAhmet Oguz GuzelMajid HussainZak LawrenceJindrich LidrychPaul MalekSemra TurkcaparGilvan AlvesMapse Barroso Ferreira FilhoEduardo CoelhoMarcos Venício Gonçalves SalesCarsten HenselDiego Matos FigueiredoThales Menezes de OliveiraClemencia Mora HerreraPatricia Rebello TelesMariana SoeiroEdmilson José Tonelli ManganoteAntonio Vilela PereiraWalter Luiz Aldá JúniorHelena Brandao MalbouissonWagner CarvalhoJose ChinellatoGilson Correia SilvaMatheus Costa ReisEliza Melo da CostaDalmo da Silva DaltoGustavo Gil da SilveiraDilson de Jesus DamiaoSandro Fonseca de SouzaRaphael Gomes de SouzaSilas JesusTulio Laux KuhnKatherine Maslova Gioseffi DefanteKevin Mota AmariloLuiz MundimHelio NogimaJoao Pedro PinheiroAlberto SantoroAndre SznajderMauricio ThielFelipe Torres da Silva de AraujoDiego Torres MachadoCesar Augusto BernardesLuigi CalligarisJulia Carvalho LeiteMatheus Pereira CoelhoFlorian DamasThiago TomeiEduardo de Moraes GregoresBruno Lopes da CostaIsabela Maietto SilverioPedro G MercadanteSergio F NovaesSandra PadulaValerie ScheurerAleksandar AleksandrovGeorgy AntchevPetar DanevRoumyana HadjiiskaPlamen IaydjievMariana ShopovaGeorgi SultanovAnton DimitrovLeander LitovBorislav PavlovPeicho PetkovAnton PetrovSumit KeshriDavid Nicolas Laroze NavarreteMeena MeenaShalini ThakurWilliam BrooksTongguang ChengLong WangLi YuanJinjing GuZhen HuZhengchen LiangJinfeng LiuXining WangYuxiao WangHeng YangShunliang ZhangYiyang ZhaoNazima BiGuo-Ming ChenHe-Sheng ChenMingshui ChenYe ChenBaorui HouQingfeng HouFabio IemmiChun-Hua JiangPei-Zhu LaiHongbo LiaoGeliang LiuZhenan LiuShaowei SongJunquan TaoChu WangJin WangAnwar ZadaHuaqiao ZhangJingzhou ZhaoYong BanAlexandra Carvalho Antunes de OliveiraSen DengXinyue GengBotao GuoQianying GuoZongsheng HeChuqiao JiangAndrew LevinCongqiao LiLeyan LiQiang LiYajun MaoSitian QianSi-Jin QianXuelong QinClaudio QuarantaXiaohu SunDayong WangJin WangTianyi YangMingtao ZhangMingxuan ZhangYuzhe ZhaoChen ZhouXueli HuaShuai YangZhengyun YouNan LuGerry BauerLiangliang ChenZhipeng CuiBolin LiHui WangKai YiJingqing ZhangFeng ZhuChenyan LiYuji LiZirui WangYilin ZhouZhen LinChenfeng LuMeng XiaoCarlos AvilaAndrés CabreraCarlos FlorezJose Antonio Reyes VegaCésar RendónManuel RodriguezAnderson Alexis Ruales BarbosaJosé David Ruiz AlvarezNikola GodinovicDamir LelasIvica PuljakAna SculacMarko KovacAndro PetkovicToni SculacPedrame BargassaVuko BrigljevicDinko FerencekKresimir JakovcicAndrei StarodumovTatjana SusaAlexandros AttikisSotiroulla KonstantinouChristos LeonidouLeonidas PaizanosFotios PtochosPanos A RazisHalil SakaAnton StepennovMiroslav FingerMichael FingerEliana AcurioEdgar Carrera JarrinAhmed Ali AbdelalimBasma El-MahdyAhmed HusseinMohammed MahmoudHemida MohammedKhawla JaffelMario KadastikTorben LangeChristine NielsenJoosep PataMartti RaidalNorman SeebaLaurits TaniErik BrückenAnna MilievaKenneth OsterbergMikko VoutilainenFrancisco Ignacio Garcia FuentesTimo HildenPatin InkaewKimmo Tuomas Samuli KallonenRavindra Kumar VermaTapio LampénKati Lassila-PeriniBettina LehtelaSami LehtiTomas LindénNestor Raul Mancilla XintoMikael MyllymäkiMilla-Maarit RantanenSanteri SaariokariNico Timothy ToikkaJorma TuominiemiEmilia VeikkolaNurfikri Bin NorjoharuddeenHenning KirschenmannPanja-Riina LuukkaHenri PetrowMarc BesanconFabrice CoudercMarc DejardinDaniel DenegriPaul DevougeJean-Louis FaureFederico FerriPaul GaigneSerguei GanjourPhilippe GrasFabrice GuillouxGautier Hamel de MonchenaultMintu KumarVictor LohezicYuliia MaidannykJulie MalclesFrancesco OrlandiLouis PortalesSamuele RonchiMehmet Özgür SahinPolina SimkinaMaksym TitovMarta TornagoRuth Amella RanzFlorian BeaudetteKirill BiriukovGiacomo BoldriniPhilippe BussonClaude CharlotMarco ChiusiTheo Damien CuissetOlivier DavignonAdinda de WitTrisha DebnathIsaac Telford EhleShamik GhoshAndrew GilbertRaphael Granier de CassagnacMartina ManoniMatthew NguyenStepan ObraztsovChristophe OchandoLea-Maria RabourRoberto SalernoJean-Baptiste SauvanYves SiroisGamze SokmenYuekai SongLourdes Urda GómezBastien VoirinAlexandre ZabiAmina ZghicheJean-Laurent AgramJeremy AndreaDaniel BlochEric Christian ChabertCaroline CollardGael CoulonCyril EschenlauerSaskia FalkeUlrich GoerlachAnne-Catherine Le BihanGourab SahaAurore Savoy-NavarroPaul VaucelleAdriano Di FlorioGiorgio MauceriBreno OrzariDavid AmramStephanie BeauceronBenjamin BlanconGaelle BoudoulNicolas ChanonDidier ContardoJessy DanielPierre DepasseHoumani El MamouniJean FayEnzo FillaudeauSusan GasconMaxime GouzevitchChristopher GreenbergBernard IlleElise Jourd'HuyMorgan LethuillierKenneth LongBenjamin MassoteauLaurent MirabitoArnab PurohitMuriel Vander DoncktChristian VerolletDavit ChokheliIrakli LomidzeZviad TsamalaidzeKai Fabian AdamowiczValeria BottaSandra Consuegra RodríguezLutz FeldKatja KleinMartin LipinskiPhilipp NattlandVanessa OppenländerAlexander PaulsDanyer Pérez AdánCaio DaumannSvenja DiekmannErik EhlertNiclas EichDmitry EliseevFrederic EngelkeJohannes ErdmannMartin ErdmannMáté Zoltán FarkasBenjamin FischerThomas HebbekerKerstin HoepfnerAlexander JungNitish KumarMing-Yan LeeFlorian MausolfMarkus MerschmeyerArnd MeyerAndrey PozdnyakovWahid RedjebHans ReithlerUttiya SarkarValentina SarkisoviAlexander SchmidtJan Gerrit SchulzChinmay SethArchana SharmaJan Lukas SpahValentyn VaulinUlrich WillemsenShawn ZaleskiFelix Philipp ZinnMax Romain BeckersGünter FlüggeNina HoeflichThomas KressAndreas NowackOliver PoothAchim StahlAenne AbelMaria Aldaya MartinJuliette AlimenaYing AnIakov AndreevJorn BachSamuel BaxterHugo Becerril GonzalezOlaf BehnkeFreya BlekmanKerstin BorrasAlan CampbellSuman ChatterjeeLucia Ximena Coll SaraviaGuenter EckerlinDoris EcksteinElisabetta GalloAchim GeiserMoritz GuthoffAndreas HinzmannUlrich HusemannMatthias KasemannClaus KleinwortRoman KoglerMatthias KommDirk KrückerFinn LabeWolfgang LangeDaina Leyva PerniaJia-Hao LiKuan-Yu LinKaterina LipkaWolfgang LohmannJacopo MalvasoRainer MankelIsabell-Alissandra Melzer-PellmannMikel Mendizabal MorentinAndreas Bernhard MeyerGabriele MilellaKeila Moral FigueroaAndreas MussgillerLakshmi Priya NairJeremi NiedzielaAndreas NürnbergJiwon ParkEvan RankenAlexei RasperezaDaniil RastorguevLovisa RygaardMoritz SchamSimon SchnakePaul SchützeChristian SchwanenbergerDennis SchwarzDaria SelivanovaKonstantin SharkoMykyta ShchedrolosievAnurag SritharanDominic StaffordMatin TorkianSoumyaa VashishthaAna Ventura BarrosoRoberval WalshDi WangQun WangKatarzyna WichmannLucas WiensChristoph WissingYewon YangStepan ZakharovAndré Zimermmane Castro SantosAna Rita Alves AndradeMassimiliano AntonelloSven BollwegMatteo BonanomiLukas EbelingKarim El MorabitYannick FischerMathis FrahmPaul Philipp GadowErika GaruttiAlexander GrohsjeanAyse Asu GuvenliJohannes HallerDaniel HundhausenMahtab JalalvandiGregor KasieczkaPhilip KeicherRobert KlannerWilliam KorcariTobias KramerChin-Chia KuoJohannes LangeBalduin LetzerArtur LobanovLara MarkusJohanna MatthiesenLouis MoureauxKonstantinos NikolopoulosKarla Josefina Pena RodriguezNathan ProuvostBianca RacitiMarcel RiegerDaniel SavoiuPeter SchleperMatthias SchröderJoern SchwandtTore von SchwartzManuel SommerhalderHartmut StadieGeorg SteinbrückRobert WardBogdan WiederspanMoritz WolfChitrakshee YedeAlessandro BrusamolinoErik ButzYi-Mu ChenThorsten ChwalekAlexander DierlammGizem Gul DincerUmut ElicabukNils FaltermannManuel GiffelsArtur GottmannFrank HartmannFabian HummerJan KieselerMarkus KluteJoscha KnolleHendrik Alexander KrauseRufa Kunnilan Muhammed RafeekOlha LavorykJay Mathew LawhornStefan MaierNiyathikrishna Meenamthuruthil RadhakrishnanTorben MehnerMoritz MolchArtur MonschMichele MormileThomas MüllerEmanuel PfefferMatteo PresillaGunter QuastKlaus RabbertzBrendan RegneryRalf SchmiederTatiana SeleznevaNikita ShadskiyIvan ShvetsovLars SowaLea StockmeierKomal TauqeerMaria TomsBogdan TopkoNicolò TrevisaniCedric VerstegeTim VoigtländerRalf Florian von CubeJost von den DrieschChristian WinterRoger WolfWolfram Dietrich ZeunerXunwu ZuoGeorgios AnagnostouGeorgios DaskalakisAristotelis KyriakisPolytimi IosifidouPanagiotis KatrisMaria KotsariniGeorgios MelachroinosZacharias PainesisNikolaos PlastirasNiki SaoulidouKonstantinos TheofilatosEftychia TzovaraKonstantinos VellidisIlias ZisopoulosTheodoros ChatzistavrouGeorgia KarapostoliKonstantinos KousourisKonstantinos PaschosLiza Penny RouseliotakiEirini SiamarkouArtemis TaxeidiGeorgios TsipolitisIoannis EvangelouCostas FoudasPanagiotis KatsoulisPanagiotis KokkasPolidamas Georgios Kosmoglou KioseoglouNikolaos ManthosIoannis PapadopoulosJohn StrologasEirini TziaferiCsaba HajduDezso HorvathÁrmin KadlecsikClaire LeeKrisztina MártonAttila József RádlFerenc SiklerViktor VeszpremiGergely BalintMate CsanadKrisztián FarkasAnna FehérkutiMahmod Moussa Abdelkhalek GadallahMoisés León CoelloGabriella PasztorGabor Istvan VeresDavid BaranyaiBalazs UjvariGyorgy BenczeSandor CzellarJozsef MolnarZoltan SzillasiTamas Ferenc CsorgoFrigyes NemesTamas NovakIstvan SzanyiSeema BahinipatiRishabh RaturiSunil BansalVipin BhatnagarBhawana ChauhanSushil ChauhanNitish DhingraAnureet KaurHarjot KaurSunil KumarTanvi SheokandAayushi SinglaKashish VermaAshutosh BhardwajArjun ChhetriBrajesh C ChoudharyAshok KumarArun KumarMohammad NaimuddinSaumya PhorChandra PrakashKirti RanjanMahesh Kumar SainiManisha KumariPrabhakar PalniSachin RanaAnuraag RathoreAmal SarkarShriniketan AcharyaBhawna GomberSambit Kumar SatapathySwagata MukherjeeSatyaki BhattacharyaSuman das GuptaShubham DuttaSuchandra DuttaSubir SarkarMohammad Mobassir AmeenPrafulla Kumar BeheraSayan ChatterjeeGanapati DashAryaa DattamunsiPranati JanaPritam KalbhorSamadhan KambleJyothsna Rani KomaragiriPrabhat Ranjan PujahariAnup Kumar SikdarRohit Kumar SinghPranjal VermaSadhana VermaAnusree VijayAbhishek ChauhanSupriya NayakHimanshu RajpootBharat Kumar SirasvaLokesh BhattShashikant DugadTribeni MishraGagan Bihari MohantyMukund ShelakePruthvi SuryadevaraAnirban BalaSudeshna BanerjeeSoumyadip BarmanRajdeep Mohan ChatterjeeJasmine ChhikaraMonoranjan GuchaitShilpi JainAtul JaiswalSanjeev KumarManas MaityGobinda MajumderKajari MazumdarRiya PramanikRitik SaxenaPravesh SharmaAravind ThachayathRahul Kumar AgrawalDipak MaityProlay MalKousik NaskarAruna NayakKuldeep PalPriyanka SadangiSneh ShuchiSanjay Kumar SwainSanu VargheseDiwakar VatsSourabh DubePrachurjya HazarikaBhumika KansalArnab LahaRiya SharmaSeema SharmaKumar Yash VaishChandramauli AgrawalBhagya BabuSaranya GhoshHamed BakhshiansohiAbideh JafariVahid Sedighzadeh DalaviMaryam ZeinaliSima BashiriShirin ChenaraniSeyed Mohsen EtesamiYasaman HosseiniMohsen KhakzadElham KhazaieMojtaba Mohammadi NajafabadiMohammad NourbakhshSeddigheh TizchangMarta FelciniMartin GrunewaldMarcello AbbresciaMarco BuonsanteAnna ColaleoDonato CreanzaNicola de FilippisMauro de PalmaWalaa ElmetenaweeNicola FerraraLuigi FioreLisa GenerosoLuigi LongoMagdy LoukaGiorgio MaggiMarcello MaggiSalvatore MyFelice NennaAntonello PellecchiaAlexis PompiliFrancesco Massimiliano ProcacciGabriella PuglieseRaffaella RadognaDayron RamosAntonio RanieriLucia SilvestrisFederica Maria SimoneÜmit SözbilirAnna StamerraDonato TroianoRosamaria VendittiPiet VerwilligenAngela ZazaGiovanni AbbiendiSimone BalducciCarlo BattilanaDaniele BonacorsiPaolo CapiluppiFrancesca Romana CavalloMarco CrucianiGaetano-Marco DallavalleTommaso DiotaleviFabrizio FabbriAlessandra FanfaniRiccardo FarinelliDaniele FasanellaLuca FerraginaPaolo GiacomelliClaudio GrandiLuigi GuiducciMarco LorussoLeonardo LunertiStefano MarcelliniGianni MasettiFrancesco NavarriaGiulia PaggiAndrea PerrottaAntonio RossiSimone Rossi TisbeniGian Piero SiroliSalvatore CostaAlessandro Di MattiaAlessandro LapertosaRenato PotenzaAlessia TricomiJawaher AltorkGiuseppe BarbagliGiulio BardelliAlessandro CalandriBenedetta CamaianiAntonio CasseseRudy CeccarelliVitaliano CiulliCarlo CivininiRaffaello d'AlessandroLorenzo DamentiEttore FocardiTomas KelloGiuseppe LatinoPiergiulio LenziMattia LizzoMarco MeschiniSimone PaolettiAlkis PapanastassiouGiacomo SguazzoniLorenzo VilianiLuigi BenussiStefano ColafranceschiSabino MeolaDavide PiccoloMiguel Alves Gallo PereiraFabrizio FerroEnrico RobuttiSilvano TosiAndrea BenagliaFrancesco BrivioValentina CamagniFlavia CetorelliFederico de GuioMauro Emanuele DinardoPaolo DiniSimone GennaiRaffaele GerosaAlessio GhezziPietro GovoniLuca GuzziGiulia LavizzariMarco Toliman LucchiniMartina MalbertiSandra MalvezziAndrea MassironiLuigi MoroniMarco PaganoniSimona PalluottoDaniele PedriniAurora PeregoTommaso Tabarelli de FatisSalvatore BuontempoFrancesco ConfortiniCarlo Di FraiaFrancesco FabozziLeonardo FavillaAlberto Orso Maria IorioLuca ListaPierluigi PaolucciBiagio RossiPatrizia AzziNicola BacchettaDario BiselloLorenzo BorellaPierluigi BortignonGabriele BortolatoAndrea Claudio Maria BullaRoberto CarlinPaolo ChecchiaTommaso DorigoFabrizio GaspariniUgo GaspariniSabrina GiorgettiPietro GruttaNicolo LaiEnrico LusianiMartino MargoniAnna Teresa MeneguzzoMarino MissiroliJacopo PazziniFederica PrimaveraPaolo RoncheseRoberto RossinFranco SimonettoMarco ToffanoMia TosiAndrea TriossiSandro VenturaMarco ZanettiPierluigi ZottoAlberto ZucchettaGianni ZumerleShimaa Abu ZeidChiara AimèAlessandro BraghieriMatteo BrunoldiPaolo MontagnaMario PelliccioniValerio ReCristina RiccardiPaola SalviniIlaria VaiPaolo VituloSehar AjmalMaria Elena AsciotiGian Mario BileiWilson David Buitrago CeballosCostanza CarrivaleDiego CiangottiniLuca Della PennaLivio FanòValentina MarianiMauro MenichelliFrancesco MoscatelliAlessandro RossiAttilio SantocchiaDaniele SpigaTommaso TedeschiCristina Andreea AlexePatrick AsenovPaolo AzzurriGiuseppe BagliesiLorenzo BianchiniTommaso BoccaliEdoardo BossiniDavide BruschiniRino CastaldiFilippo CattafestaMaria Agnese CiocciMarco CiprianiRoberto Dell'OrsoSayan DhaniSilvio DonatoAnnalisa FelizianiRuben FortiAlessandro GiassiFranco LigabueAndrea Carlo MariniAlberto MessineoSaswat MishraVinaya Krishnan Muraleedharan Nair BindhuSaswati NandanFabrizio PallaMarco RiggirelloAndrea RizziGigi RolandiAngelo ScribanoPrabhat SolankiPaolo SpagnoloFrancesco TenchiniRoberto TenchiniGuido TonelliNicola TuriniFrancesco VaselliAndrea VenturiPiero Giorgio VerdiniPetra AkrapChiara BasileSubash Chandra BeheraFrancesca CavallariLeticia Cunqueiro MendezFederica de RiggiDaniele del ReMarco del VecchioEmanuele Di MarcoMarcella DiemozFilippo ErricoLorenzo FrosinaRuben GargiuloBharadwaj HarikrishnanFederico LombardiLaura MartikainenGiovanni OrgantiniNoemi PalmeriRiccardo ParamattiTiziano PaulettoShahram RahatlouChiara RovelliFrancesco SantanastasioLivia SoffiVangelis VladimirovNicola AmapaneRoberta ArcidiaconoStefano ArgiroMichele ArneodoNazar BartosikFaiqa BashirRiccardo BellanAndrea BelloraCristina BiinoCecilia BorcaNicolo CartigliaMarco CostaRoberto CovarelliNatale DemariaEdoardo FerrandoLinda FincoMichael GrippoBilal KianiLeonardo LanteriFabio LuongoMatteo Marchisio CaprioglioChiara MariottiSilvia MaselliAlberto MeccaLuca MenzioPaolo MeridianiErnesto MiglioreMarco MontenoMaria Margherita ObertinoGiacomo OrtonaLuca PacherNadia PastroneMarta RuspaFederico SivieroValentina SolaAda SolanoAmedeo StaianoCristiano TarriconeDaniele TrocinoGiulio UmoretEvgueni VlasovRobert WhiteJyoti BabbarStefano BelforteVieri CandeliseMassimo CasarsaFabio CossuttiKsenia de LeoGiuseppe Della RiccaRaffaele Delli GattiCarlo GiraldinSunil DograJieun HongJiwoong KimJongyeob KimTaiwoo KimDongyub LeeHakseong LeeJunghyun LeeSeh Wook LeeChang-Seong MoonYoung Do OhSezen SekmenBongho TaeYu Chul YangMin Suk KimGyeonghwan BakPiljun GwakHyunchul KimHanseul LeeSeonghak LeeDong Ho MoonJunhu SeoKyeongpil LeeYunjae LeeEce AsilarFrancesco CarnevaliJieun ChoiTae Jeong KimYeonsu RyouJuhee SongTianyi YangSeungkyu HaByung-Sik HongJaebak KimKyungmin LeeKisoo LeeSoohwan LeeJayashri PadmanabanBayu Adi Nugraha PutraJaehyeok YooJunghwan GohJongwon ShinSeungjin YangLida KalipolitiYechan KangHyunsoo KimYongsun KimByeonghak KoSeungjun LeeJi Hwan BhyunJunho ChoiJin ChoiWon JunHyunyong KimJunho KimJihun KimTaehee KimYeonjoon KimYoung Wan KimSanghyun KoHaneol LeeJoonbin LeeJeongeun LeeByung Hun OhJihoon ShinUnki YangInseok YoonSimone CalzaferriWoohyeon HeoWoojin JangDonghyun KimSeulgi KimJason Sang Hun LeeYoun RohIan WatsonGuk ChoYun EoKyuyeong HwangHaeun JangBobae KimDongwoon KimSungwon KimGiovanni MocellinHwi Dong YooYounghoon LeeIntae YuTaha BeyrouthyYousef GharbiaFawaz AlazemiKarlis DreimanisOjars Martins EberlinsAntra GaileJaana Kristiina HeikkiläMartins KlevsConrado Munoz DiazDace OsiteGuntis PikursRobert PleseAndris PotrebkoMarkus SeidelDimitrios Sidiropoulos KontosNormunds Ralfs StrautnieksMarijus AmbrozasAndrius JuodagalvisSaulius NargelasSamarendra NayakGintautas TamulaitisImran YusuffZukhaimira ZolkapliJuan Pedro Barajas IbarriaJose F BenitezAlfredo Castaneda HernandezAntonio Cota RodriguezLuis Enrique Cuevas PicosHedwin Aaron Encinas AcostaLuis Gabriel Gallegos MaríñezJavier Alberto Murillo QuijadaLizardo Valencia PalomoGabriel AyalaHeriberto Castilla-ValdezHoracio Crotte LedesmaRicardo Lopez-FernandezJhovanny Mejia GuisaoRogelio Reyes-AlmanzaAlberto Sánchez HernándezCristina Oropeza BarreraDalia Lucero Ramirez GuadarramaMateo Ramírez GarcíaIrais BautistaFernando Enrique Neri HuertaIsabel PedrazaHumberto Antonio Salazar IbarguenCecilia Uribe EstradaItana BubanjaJelena MijuskovicNatasa RaicevicAshfaq AhmadMuhammad Irfan AsgharAli AwaisMuhammad Imran Malik AwanWajid Ali KhanIqra SohailValentina AvatiLaurent ForthommeLeszek GrzankaMaciej MalawskiKrzysztof PiotrzkowskiHagop AwedikianMichal BlujMonika GhimirayMaciej GórskiMalgorzata KazanaMichal SzleperPiotr ZalewskiKarol BunkowskiKrzysztof DorobaArtur KalinowskiMarcin KoneckiJan KrolikowskiWiktor MatyszkiewiczAlibordi MuhammadSzymon SlawinskiPiotr FokowKrzysztof PozniakWojciech ZabolotnyMariana AraujoCristóvão Beirão da Cruz E SilvaAlessio BolettiMarco BozzoTiziano CamporesiGiacomo da MolinMichele GallinaroRaphael GuittonJonathan HollarHenrique LegoinhaNuno LeonardoGiovanni Battista MarozzoAchille PetrilliMatteo PisanoJoao SeixasJoao VarelaJohan Wilfried WulffPetar AdzicLazar MarkovicPredrag MilenovicVukasin MilosevicDamir DevetakMilos DordevicJovan MilosevicLaslo NadderdVladimir RekovicMilan StojanovicMartin Alcalde MartinezJuan Alcaraz MaestreCristina Fernandez BedoyaJavier Andres Brochero CifuentesOliver ManzanillaMaria CepedaMarcos CerradaNicanor ColinoBegona de la CruzAlberto Escalante del ValleDiego Fernández del ValJuan Pablo Fernández RamosJose FlixMaria Cruz FouzManuel Gonzalez HernandezOscar Gonzalez LopezSilvia Goy LopezJose M HernandezMaria Isabel JosaJavier Llorente MerinoCristina Martin PerezElvira Martin ViscasillasDermot MoranCecilia Maria Morcillo PerezÁlvaro Navarro TobarAntonio María Pérez-Calero YzquierdoJesus Puerta PelayoIgnacio RedondoDavid Daniel Redondo FerreroJulia Vazquez EscobarJorge F de TrocónizElena Aller GutierrezBarbara Alvarez GonzalezJorge Ayllon TorresanoAndrea CardiniJavier CuevasJavier del Riego BadasDaniel Estrada AcevedoJavier Fernandez MenendezSantiago FolguerasIsidro Gonzalez CaballeroPelayo LeguinaMiguel Obeso MenendezEnrique Palencia CortezonJavier Prado PicoSergio Sanchez CruzAlejandro Soto RodríguezPietro VischiaSergio Blanco FernándezIban Jose CabrilloAlicia CalderonMaria CasertaJordi Duarte CampderrosMarcos FernandezGervasio GomezClara Lasaosa GarcíaRuben Lopez RuizCelso Martinez RiveroPablo Martinez Ruiz del ArbolFrancisco MatorrasPablo Matorras CuevasEfren Navarrete RamosJonatan Piedra GomezCristian Quintana San EmeterioVictor RodriguezLuca ScodellaroIvan VilaRocio Vilar CortabitarteJesus Manuel Vizan GarciaBalashangar KailasapathyWelathantri G.D DharmaratnaNimantha PereraDuccio AbbaneoChiara AmendolaRocco ArdinoEtiennette AuffrayJoachim BaechlerDavid BarneyJoshua BendavidIoannis BestintzanosMichele BiancoAndrea BocciLisa BorgonoviCristina BottaAlberto BragagnoloChristopher Edward BrownCécile CaillolGianluca CerminaraPatrick ConnorKyle CormierDavid d'EnterriaAnne DabrowskiPallabi DasAndre David Tinoco MendesAlbert de RoeckMatteo Maria DefranchisMario DeileMarc DobsonPedro José Fernández MantecaEva FialovaBruno Afonso Fontana Santos AlvesElisa FontanesiWolfgang FunkAndrea GaddiSimone GianiDominique GigiKarl GillFrank GlegeMaciej GlowackiAndreas GruberJeroen HegemanRobin HofsaessBenjamin HuberThomas JamesPatrick JanotLaurids JeppeOliwia KaluzinskaOlena KarachebanGeorge KarathanasisSanteri LaurilaPaul LecoqJaime León HolgadoElias LeutgebCarlos LourencoAnne-Mazarine LyonMatteo MagheriniLuca MalgeriElisabetta MancaMarcello MannelliFrans MeijersJeremie Alexandre MerlinStefano MersiEmilio MeschiMatteo MiglioriniFabio MontiFilip MoortgatMarie Christin MuehlnikelMartijn MuldersMarco MusichIzaak NeutelingsStyliani OrfanelliFelice PantaleoMichelangelo PariFabio Pereira CarneiroGiovanni PetruccianiAndreas PfeifferMaurizio PieriniMichael PittHuilin QuArne ReimersBeatriz Ribeiro LopesFederica RitiPedro RosadoMarco RovereHannes SakulinRiccardo SalvaticoSimone ScarfiStella Felice SchaeferMichele SelvaggiPedro SilvaParaskevas SphicasAndre Govinda Stahl LeitonArnaud SteenSioni SummersGiulia TerragniDaniel TreillePaola TropeaElena VernazzaMilos VojinovicJoanna WanczykSebastian WuchterlMateusz ZaruckiPhilipp ZehetnerPetr ZejdlGiovanni Zevi Della PortaLea CaminadaWolfram ErdmannRoland HorisbergerQuentin IngramHans-Christian KaestliDanek KotlinskiClemens LangeUrs LangeneggerAliya NigamovaLars NoehteLivio Redard-JacotTilman RoheAmrutha SamalanThea Klaeboe AarrestadMalte BackhausAlberto BelvedereTiziano BevilacquaGiorgia BonomelliCesare CazzanigaKaustuv DattaPaul de Bryas Dexmiers d'ArchiacchiacAnnapaola de CosaGünther DissertoriMichael DittmarMauro DonegàFranz GlessgenChristoph GrabNico HärringerThierry Guillaume HarteBerkan KaynakMarius KoppelWerner LustermannMatteo MalucchiRiccardo Andrea ManzoniLuigi MarcheseFrancesca Nessi-TedaldiFelicitas PaussAdrian Antonio PetreJessica PrendiBranislav RisticSophie RohletterPaul Martin SanderRoberto SeiditaJan SteggemannAlessandro TarabiniChin Zhe TeeDavide ValsecchiPatricia Helena WagnerRainer WallnyClaude AmslerPascal BärtschiFilip BilandzijaMaria Florencia CanelliGiovanni CelottoZobeyer GhafoorTheresa Alexandra GoldschmidtValentina GuglielmiArash JofreheiBenjamin KilminsterTsz Hong KwokStefanos LeontsinisValeriia LukashenkoAnna MacchioloFanqiang MengJona MottaPeter RobmannEslam ShokrFabian StägerRaffaella TramontanoPiero VisconeDebabrata BhowmikYu-Hsuan ChouChia-Ming KuoPrasant Kumar RoutSaba TajPraveen Chandra TiwariLudivine CeardKai-Feng ChenZheng-Gang ChenAgostino de IorioGeorge Wei-Shu HouTing-Hsiang HsuYu-Wei KaoSaikat KarmakarFasya KhuzaimahGouranga KoleYou-Ying LiRong-Shyang LuEfstathios PaganisXing-Fu SuJoshuha Thomas-WilskerLian-Sheng TsaiDimitra TsionouHsin-Yeh WuEfe YazganChayanit AsawatangtrakuldeeNorraphat SrimanobhasYasser MaghrbiDoruk AgyelFurkan DolekIsa DumanogluYalcin GulerEmine Gurpinar GulerAysel Kayis TopaksuGulsen OnengutKadri OzdemirBayram TaliUfuk Guney TokEbru UslanSercan SenBora AkgunIsmail Okan AtakisiErhan GulmezMithat KayaOzlem KayaMehmet Alp SarkislaSevgi TektenDorukhan BoncukcuAltan CakirKerem CankocakMihriye GumustekinAcelya Deniz GungorduBurak HacisahinogluIlknur HosSuat OzkorucukluOnur PotokHale SertCagdas SimsekCaglar ZorbilmezSalim CerciCandan DozenEmre IrenBora IsildakEbru SimsekDeniz Sunar CerciTaylan YetkinOlena DadazhanovaBoris GrynyovKim KlimenkoOleksiy KurovLeonid LevchukSergiy LukyanenkoAlexander PristavkaDmytro SorokaJames John BrookeAaron BundockFlorian Joel J BuryEmyr ClementDavid CussansDharmender DharmenderHenning FlacherJoel GoldsteinHelen F HeathMei-Li HolmbergAikaterini KarakoulakiLukasz KreczkoSudarshan ParamesvaranLiam RobertshawMuhammad Shahzad SanjraniJeronimo SegalVincent J SmithAustin BallKen W BellAlexander BelyaevChristopher BrewRobert M BrownDavid J.A CockerillAlison ElliotKatherine Victoria EllisJakub GajownikKristian HarderSam HarperJacob LinacreKonstantinos ManolopoulosMehrnoosh MoallemiDave M NewboldEmmanuel OlaiyaDavid PetytThomas ReisAbanti Ranadhir SahasransuThomas SchuhClaire Shepherd-ThemistocleousIan R TomalinKathleen Charlotte WhalenThomas WilliamsIrene AndreouSulayman AwanRobert BainbridgePhilippe BlochOliver BuchmullerCamilo Andres Carrillo MontoyaDavid CollingArianna CoxIndranil DasPaul DaunceyGavin DaviesMichel Della NegraSimon FayerGiacomo FediGeoffrey HallHafeez R HooraniAlexander HowardGregory IlesCharlotte Rose KnightPaul KrueperJonathon LangfordKai Hong LawLouis LyonsAnne-Marie MagnanBenedikt MaierStavros MalliosAndreas MastronikolisJordan NashMark PesaresiPrijith Babu PradeepEkaterini Veroe ProtopapaBenjamin Charles Radburn-SmithAlexander RichardsAndrew RoseThomas Benjamin RuntingLucas RussellKlitos SavvaRyan SchmitzChristopher SeezRaghunandan ShuklaAlexander TapperThomas TravisKirika UchidaGeorge Peter UttleyTejinder VirdeeNicholas WardleDaniel WinterbottomJie XiaoJoanne ColeLisa JuckettAkram KhanPaul KyberdIvan ReidSalavat AbdullinAndrew BrinkerhoffEvan CollinsMohamed Rashad DarwishJay DittmannKenichi HatakeyamaVinay HegdeJoshua HiltbrandBrooks McmasterJonathan SamudioSiddhesh SawantChosila SutantawibulJonathan WilsonJulie Managan HoganRachel BartekAaron DominguezShivam RajBisnupriya SahuAli Eren SimsekBhavya SinghalShin-Shan YuBhim BamAxel Buchot PerraguinSamuel CampbellRuchi ChudasamaSeth CooperColin CrovellaGuillermo FidalgoSergei V GleyzerRamneet KaurAleko KhukhunaishviliKonstantin MatchevEmma PearsonPaolo RumerioEmanuele UsaiRuole YiSerhii CholakZeynep DemiragliCarlos EriceCaleb FangmeierCelia Fernandez MadrazoJonathan FulcherJavier Garcia de CastroFrank GolfSihyun JeonGarrett LinneyJoshua O'CainIan ReedJames RohlfDavid SperkaIndara SuarezAnna TsatsosEmilee WurtzAngelo Giacomo ZecchinelliGaetano BaroneGabriele BenelliDavid CuttsSpencer EllisShachar GottliebLoukas GouskosMary HadleyLauren HayUlrich HeintzKa Wa HoRishabh JainTaeun KwonLuka LambrechtGreg LandsbergKa Tung LauMatt LeblancJingyu LuoSpandan MondalJennifer RoloffTrevor RussellSinan SagirXiaohe ShenMarko StamenkovicSamantha SunnarborgJessica TangNikhilesh VenkatasubramanianSamantha AbbottSweta BaradiaBenjamin BartonRichard BreedonHong CaiManuel Calderon de la Barca SanchezEthan CannaertMaxwell ChertokMatthew CitronJohn ConwayPeter Timothy CoxFlorian EbleRobin ErbacherCaleb FairchildOta KukralSydney OstromItzelli Salazar SegoviaJacob Henry SteenisJuan Salvador Tafoya VargasWei WeiSaeahram YooKosmas AdamidisHavyn AncelinMichail BachtisDelano CamposRobert CousinsSamuel CrossleyGael Flores AvilaJay HauserMikhail IgnatenkoMuhammad Ansar IqbalTyler LamYa-Feng LoAntonett Nunez del PradoDavid SaltzbergVyacheslav ValuevRobert ClareJ. William GaryGail HansonAnthony AportelaAashay AroraJames G BransonSergio CittolinBrunella d'AnziDaniel DiazJavier DuarteLeonardo GianniniYanxi GuJonathan GuiangVyacheslav KrutelyovRobert LeeJames LettsHaoyang LiRussell Marroquin SolaresMario MasciovecchioFarouk MokhtarSrecko MorovicSoumya MukherjeeMarco PieriDaniel PrimoschMelissa QuinnanVivek SharmaMatevz TadelEmmanouil VourliotisFrank WürthweinAvraham YagilZihan ZhaoAnders BarzdukasLiam BrennanClaudio CampagnariSebastian Carron MonteroKeegan DownhamChiara GriecoJason Situ GuoMohd Meraj HussainDariush ImaniJoe IncandelaMan Wai Katherine LaiAmina Jinzi LiPhillip MastersonJeremiah Jin Hwan OckenfussJeffrey RichmanSai Neha SantpurDavid StuartTamás Álmos VámiXuli YanDanyi ZhangAlexander AlbertSoham BhattacharyaAdolf BornheimOlmo CerriZichun HaoLudovico MoriHarvey B NewmanThomas SievertPaul SimmerlingElise SledgeMaria SpiropuluChang SunJean-Roch VlimantRaymond Andrew WynneSi XieRen-Yuan ZhuJohn AlisonSitong AnMatteo CremonesiValentina DuttaErdem Yigit ErtorerThomas FergusonTirso Alejandro Gómez EspinosaAbhirami HarilalAleesha Kallil TharayilManami KanemuraAniket KhanalChuyuan LiuMatteo MarchegianiPeter MeiringSindhu MurthyPritam PalitKyungmin ParkManfred PauliniAndrew RobertsAlejandro SanchezYuntong ZhouJohn Perry CumalatWilliam T FordJared FraticelliAndrew HartMaxwell HerrmannStephanie KwanJannicke PearkesNicolas SchonbeckKevin StensonKeith UlmerStephen Robert WagnerNoah ZipperDavide ZuoloJames AlexanderXuan ChenGianfranco de CastroJennet DickinsonAlec DuquetteJason FanXingchen FanJoseph GrassiPeace KotamnivesKatarzyna KrzyzanskaJose MonroyGavin NiendorfMichael OshiroJuliet Ritchie PattersonAnders RydJulia ThomHannsjoerg Artur WeberBenjamin WeissPeter WittichYuqing WuRui ZouLara ZygalaMichael AlbrowMaral AlyariOz AmramGiorgio ApollinariArtur ApresyanLothar A.T BauerdickDouglas BerryJeffrey BerryhillPushpalatha C BhatKevin BurkettJoel Nathan ButlerAnadi CanepaGiuseppe Benedetto CeratiHarry CheungFrank ChlebanaChristopher CosbyGrace CummingsIrene DuttaVictor Daniel ElviraJim FreemanAbhijith GandrakotaZoltan GecseLindsey GrayDan GreenAidan GrummerStefan GrünendahlDaniel GuerreroOliver GutscheRobert M HarrisJames HirschauerVincenzo InnocenteBodhitha JayatilakaSergo JindarianiMarvin JohnsonRyan Sangwoo KimStephan LammelDon LincolnRon LiptonTiehui LiuKaori MaeshimaDavid MasonPatricia McbridePetra MerkelStephen MrennaSteve NahnJennifer NgadiubaDaniel NoonanScarlet NorbergVaia PapadimitriouNathaniel PastikaKevin PedroCristian PenaCarlos Eugenio Perez LaraVasilije PerovicFabio RaveraAllison Reinsvold HallLuciano RistoriMurtaza SafdariElizabeth Sexton-KennedyEmily SmithNicholas SmithAron SohaLeonard SpiegelStoyan StoynevJames StraitLucas TaylorSlawek TkaczykNhan Viet TranLorenzo UpleggerEric Wayne VaanderingChristina WangIrene ZoiCaterina ArutaPaul AveryDimitri BourilkovPhilip ChangVladimir CherepanovMatthew DittrichRichard D FieldChanggi HuhEvan KoenigMarina KolosovaJacobo KonigsbergAndrey KorytovGuenakh MitselmakherKelci MohrmanArun Muthirakalayil MadhuNeha RawalSuzanne RosenzweigYuta TakahashiJian WangTodd AdamsAli Al KadhimDanish AlamAndrew AskewSteffi BowerRobert GoffRafey HashmiAbbas HassaniTed KolbergGerman MartinezMaria MazzaHarrison ProsperPurbita Rahman ProvaRachel YohayBandar AlsufyaniSouvik DasScott DemarestLoriza HasaMarcus HohlmannMerrick LavinskyErick YanesMark Raymond AdamsNicholas BarnettAustin BatyClayton BennettNathan Brandman-HughesRichard CavanaughSruthy Jyothi DasRicardo Escobar FrancoOlga EvdokimovCecilia Elena GerberHarshul GuptaMichelle HawksworthAbhishek HingrajiyaDavid Jonathan HofmanZheng HuangJong-Ho LeeCorrinne MillsShirsendu NandaGrigory NigmatkulovBeren OzekVipul PantToan PhanDragana PilipovicRaghunath PradhanEnea PriftiTitas RoyDanush ShekarNavjit SinghFrank StrugAlexander ThielenMarguerite TonjesNikos VarelasMohammad Abrar WadudAaron WangJieun YooMohammad AlhusseiniDylan BlendKamuran DilsizOhannes Kamer KöseyanAlexi MestvirishviliOrgho NeogiHasan OgulYasar OnelAldo PenzoChristina SnyderBarry BlumenfeldJeffrey DavisAndrei GritsanZhiyuan HuangLucas KangPetar MaksimovicNicholas PintoMatej RoguljicSanjana SekharMohit Vir SrivastavMorris SwartzAndrés AbreuLuis Fernando Alcerro AlcerroJustin AnguianoSaray Arteaga EscatelPhilip BaringerAlice BeanRajarshi BhattacharyaMichael ChukwukaZachary FlowersDerek GroveJack KingGeorgios KrintirasMargaret LazarovitsCole Le MahieuJuan MarquezMichael MurrayMatthew NickelElliot ReynoldsChristopher RoganChristophe RoyonSahithi RudrabhatlaStephen SandersGraham WilsonAthar AhmadBraden AllmondNaila IslamAndrew IvanovKetino KaadzeYurii MaravinJames NatoliGujju Gurunadha ReddyDennis RoyGiulia SorrentinoZachary AltonDrew BadenAlberto BelloniJoshua Bistany-RiebmanSarah Catherine EnoNicholas John HadleyShabnam JabeenRichard G KelloggTimothy KoethBraden KronheimSamuel LascioJacob LeePéter MajorAlice MignereyChristopher PalmerChristos PapageorgakisMekhala Mahesh ParanjpeElena PopovaAlexey ShevelevMatthew WrotnyLicheng ZhangCristian Baldenegro BarreraHannah BossiSamuel Bright-ThonneyIvan Amos CaliYu-Chen ChenPin-Chun ChouMariarosaria d'AlfonsoJan EysermansChad FreerGuillelmo Gomez CeballosMaxim GoncharovGaia GrossoPhilip HarrisDuc HoangGian Michele InnocentiKirill IvanovGillian KoppDmytro KovalskyiJordan LangLuca LavezzoYen-Jie LeePietro LugatoChristopher McginnEric MorenoAndrzej NovakMary Isabelle ParkChristoph PausChristina ReisselChristof RolandGunther RolandSimon RothmanTzu-An ShengGeorge StephansDavid WalterJing WangZhangqier WangBolek WyslouchTianyu YangKyungseop YoonAlpana AlpanaBryan CrossmanWilliam James JacksonCharles KapsiakDevin MahonJeremy MansBadder MarzocchiRoger RusackOnuray SancarRohith SaradhyNadja StrobbeKenneth BloomDaniel R ClaesSneha Vireshwar DixitGrace HazaJahid HossainChangwoo JooIlya KravchenkoKa Hei Martin KwokYashaswi MehraJohn MorrisAman RohillaJoaquin Emilo SiadoAntonio VagneriniAndrew WightmanHirak BandyopadhyayHsin-Wei HsiaIa IashviliAlexis KalogeropoulosAvto KharchilavaAritra MandalChristine McleanMargaret MorrisDuong NguyenOcéane PoncetSalvatore RappoccioHaifa Rejeb SfarWesley TerrillAc WilliamsDavid YuAarif AarifGeorge AlversonEmanuela BarberisSamuel BeinJohan BonillaBen BylsmaMattia CampanaRiley ClarkJohn DervanYacine HaddadYixiao HanIsrar IsrarAmrutha KrishnaMeng LuNicholas ManganelliRyan MccarthyDavid Michael MorseToyoko OrimotoLouise SkinnariCort Stewart ThoresonEmily TsaiDarien WoodSusan DittmerKristian Allan HahnSavannah KingDaniel LiMichael McginnisYulun MiaoDavid Gabriel MonkMichael Henry SchmittAngela TaliercioMayda VelascoJinglu WangDaniel WilbernGarvita AgarwalReyer BandRachael BucciSergi CastellsAbhishek DasAbhisek DattaAmanda EhnisReza GoldouzianMichael HildrethTodor IvanovColin JessopKevin LannonJohn LawrenceDylan LuttonJoseph MarianoNancy MarinelliPaola MastrapasquaAl MasudThomas MccauleyChristopher McgradyConnor MooreYuri MusienkoHannah NelsonMarc OshersonAndrea PiccinelliRandy RuchtiAustin TownsendYuyi WanMitchell WayneHenry YockeyMichael CarriganRyan de los SantosLloyd Stanley DurkinChristopher HillMatthew JoyceLucas NestorDerek Albert WenzlBrian L WinerBrent YatesHichem BouchamaouiGage DezoortPeter ElmerAndre FrankenthalMassimiliano GalliBennett GreenbergKiley KennedyYihui LaiDavid LangeAndrew LoeligerDaniel MarlowIsabel OjalvoJames OlsenFarrah SimpsonDavid SticklandChristopher TullySoohyun YoonSudhir MalikRicha SharmaSoumik ChandraAn GuLaszlo GutayLingqiang HeMarc HuwilerMatthew JonesAndreas Werner JungIsik Gokcen KarsliogluDmitry KondratyevJingyan LiMiaoyuan LiuMatheus MacedoGiulia NegroNorbert NeumeisterGaryfallia PaspalakiStefan PiperovNihar Ranjan SahaJan-Frederik SchulteRamkrishna SharmaFuqiang WangAbigail Leigh WesolekAndrew WildridgeWei XieYao YaoYibo ZhongNeeti ParasharAtanu PathakElton ShumkaDarin AcostaAman AgrawalCollin ArbourTaylor CarnahanKarl Matthew EcklundFrank J.M GeurtsIason KrommydasNicole LewisWei LiJiazhao LinXiaoyu LiuConstantinos LoizidesOsvaldo Miguel ColinBrian Paul PadleyRadia RedjimiJohn RotterCarlos Vico VillalbaMeutia WulansatitiEfe YigitbasiYousen ZhangOlga Bessidskaia BylundArie BodekPawel de BarbaroRegina DeminaAran Garcia-BellidoHonor Suzanne HareOtto HindrichsNukulsinh ParmarPavel ParyginHyonsan SeoRhys TausYu-Heng YuBrandon ChiaritoJohn Paul ChouSteven Vincent ClarkSean DonnellyDivya GadkariYuri GershteinEva HalkiadakisConnor HoughtonDavid JaroslawskiAdam KobertIan LaflotteAmitabh LathJordan MartinsPhilip MeltzerMaximilian Perez PradaKhovesh RamdinBenjamin RandJoseph ReichertPrafulla SahaSevil SalurSunil SomalwarRobert StoneSteffie Ann ThayilScott ThomasAmandeep KaurJay VoraAlaa AbdelhamidDaniel AllyAndrés G DelannoySara FiorendiJesse HarrisTova HolmesAnkush Reddy KanugantiNimmitha KarunarathnaJohn LawlessLawrence LeeEmery NibigiraBrandi SkipworthStefan SpanierColby ThompsonAdam VendrascoDevin AebiMuhammad AhmadTowsifa AkhterKonstantin AndrosovAashwin BasnetArtem BolshovOthmane BouhaliAntimo CagnottaStephane CoopersteinValeria d'AmanteRicardo EusebiPatrick FlanaganJason GilmoreYumeng GuoTeruki KamonRyan MuellerGiorgio PizzatiAlexei SafonovNural AkchurinJordan DamgovYongbin FengNiramay GogateWeijie JinSung Won LeeChristopher MadridSergey MagedovAaron MankelTimo PeltolaIgor VolobouevUttam AcharyaEric AppeltYi ChenSenta GreeneAlfredo GurrolaWillard JohnsRaghav Kunnawalkam ElayavalliAndrew MeloDenis RathjensFrancesco RomeoShengquan TuoJulia VelkovskaJingyu ZhangBryan CardwellHeewon ChungBradley CoxJohn HakalaGabriela Hamilton Ilha MachadoRobert HiroskyMaria JoseAlexander LedovskoyCristina MantillaReshma Menon RaghunandananChristopher NeuClara Ramón ÁlvarezZhenyu WuPaul Edmund KarchinAnagha AravindSunanda BanerjeeKevin BlackTulika BoseElise ChavezRoy CruzSridhara DasuPieter EveraertsCamilla GalloniHe HeMatthew HerndonAlain HerveCharis Kleio KorakaShivani LomteRichard LovelessJustin MarquezAbdollah MohammadiSusmita MondalTrevor NelsonGanesh ParidaDeborah PinnaAlexander SavinVarun SharmaRyan SimeonWesley H SmithDylan TeagueMitanshu ThakoreAmeya TheteAbigail WardenSerguei AfanasievVadim AlexakhinYuri AndreevDzmitry BudkouskiRuslan ChistovMikhail DanilovTatyana DimovaIlya GorbunovAlexey KamenevVladimir KarjavineOlga KodolovaVladimir KorenkovIurii KorsakovAleksei KozyrevAlexander LanevAlexander MalakhovViktor MatveevAlexander NikitenkoVladimir PalichikVictor PerelyginOlesia RadchenkoMaria SavinaVladislav ShalaevSergey ShmatovSiarhei ShulhaYuri SkovpenKirill SlizhevskiyVitaly SmirnovOleg TeryaevAlexander ToropinNikolay VoytishinAnatoli ZarubinIlia ZhizhinLev DudkoVictor KimVictor MurzinVadim OreshkinDmitry Sosnov
• Organismes : Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Institut Pluridisciplinaire Hubert Curien Université de Haute-Alsace (UHA) Mulhouse - Colmar Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Centre de Calcul de l'IN2P3 Centre de Calcul de l'IN2P3 Centre de Calcul de l'IN2P3 Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon

---

Résumé : A search for Higgs boson pair production is presented, targeting final states where one Higgs boson decays to a pair of bottom quarks and the other Higgs boson decays to two W bosons, both of which decay leptonically, to an electron or a muon, and a neutrino. For the first time, the search is conducted with proton-proton collision data from the LHC at $\sqrt{s}$ = 13.6 TeV, recorded with the CMS detector in 2022 and 2023 and corresponding to an integrated luminosity of 62 fb$^{-1}$. The results are consistent with the standard model predictions. An upper limit of 12.0 times the standard model prediction at 95% confidence level is set on the Higgs boson pair production cross section, with an expected limit of 18.5. The results are also used to constrain the strength of the trilinear self-coupling of the Higgs boson, as well as of the quartic coupling between two Higgs bosons and two vector bosons.

---

Source

---

• Type de publi. : Pré-publication, Document de travail
• Date de publi. : 07/04/2026
• Auteurs : Arzunik GevorgyanAram HayrapetyanVladimir MakarenkoArmen TumasyanWolfgang AdamLisa BenatoThomas BergauerMarko DragicevicPriya Sajid HussainManfred JeitlerNatascha KrammerAng LiDietrich LikoMark MatthewmanJochen SchieckRobert SchöfbeckMaryam ShooshtariMangesh SonawaneNiels van den BosscheWolfgang WaltenbergerClaudia-Elisabeth WulzTahys JanssenHyejin KwonDaniel Ocampo HenaoThomas van LaerPierre van MechelenDonya AhmadiJas BierkensNordin BreugelmansJorgen d'HondtSoumya DansanaAlexandre de MoorMartin DelcourtChirayu GuptaFelix HeyenYanwen HongPavlo KashkoSteven LowetteInna MakarenkoSaranya NandakumarStefaan TavernierMichael TytgatGerrit Patrick van OnsemSenne van PutteDavid VanneromTiepolo WybouwAya BeshrBugra BilinFranco Caviglia RomanBarbara ClerbauxAloke Kumar DasIsabelle de BruynGilles de LentdeckerEliott DucarmeHugues EvardLaurent FavartAli KhalilzadehAndrea MalaraMuhammad Aamir ShahzadArchana SharmaLaurent ThomasMax Vanden BemdenCatherine Vander VeldePascal VanlaerFengwangdong ZhangAmber CauwelsMaarten de CoenDidar DoburCristina GiordanoGul GokbulutKaram KasparDavid KavtaradzeDavid MarckxKirill SkovpenAdina Maria TomaruJan van der LindenJules VandenbroeckHenriette Aarup PetersenAnna BeneckeAgni BethaniGiacomo BrunoAlessandra CappatiJerome de Favereau de JeneretChristophe DelaereFrancisco Gameiro CasalinhoAndrea GiammancoAhmet Oguz GuzelMajid HussainVincent LemaitreJindrich LidrychPaul MalekSemra TurkcaparGilvan AlvesMapse Barroso Ferreira FilhoEduardo CoelhoMarcos Venício Gonçalves SalesCarsten HenselDiego Matos FigueiredoThales Menezes de OliveiraClemencia Mora HerreraPatricia Rebello TelesMariana SoeiroEdmilson José Tonelli ManganoteAntonio Vilela PereiraWalter Luiz Aldá JúniorHelena Brandao MalbouissonWagner CarvalhoJose ChinellatoMatheus Costa ReisEliza Melo da CostaDalmo da Silva DaltoGustavo Gil da SilveiraDilson de Jesus DamiaoSandro Fonseca de SouzaRaphael Gomes de SouzaSilas JesusTulio Laux KuhnKatherine Maslova Gioseffi DefanteKevin Mota AmariloLuiz MundimHelio NogimaJoao Pedro PinheiroAlberto SantoroAndre SznajderMauricio ThielFelipe Torres da Silva de AraujoCesar Augusto BernardesLuigi CalligarisJulia Carvalho LeiteFlorian DamasThiago TomeiEduardo de Moraes GregoresBruno Lopes da CostaIsabela Maietto SilverioPedro G MercadanteSergio F NovaesSandra PadulaValerie ScheurerAleksandar AleksandrovGeorgy AntchevPetar DanevRoumyana HadjiiskaPlamen IaydjievMariana ShopovaGeorgi SultanovAnton DimitrovLeander LitovBorislav PavlovPeicho PetkovAnton PetrovSumit KeshriDavid Nicolas Laroze NavarreteMeena MeenaShalini ThakurWilliam BrooksTongguang ChengTahir JavaidLong WangLi YuanJinjing GuZhen HuZhengchen LiangJinfeng LiuXining WangYuxiao WangHeng YangShunliang ZhangNazima BiGuo-Ming ChenHe-Sheng ChenMingshui ChenYe ChenBaorui HouQingfeng HouFabio IemmiChun-Hua JiangHongbo LiaoGeliang LiuZhenan LiuShaowei SongJunquan TaoChu WangJin WangAnwar ZadaHuaqiao ZhangJingzhou ZhaoAntonis AgapitosYong BanAlexandra Carvalho Antunes de OliveiraSen DengXinyue GengBotao GuoQianying GuoZongsheng HeChuqiao JiangAndrew LevinCongqiao LiQiang LiYajun MaoSitian QianSi-Jin QianXuelong QinClaudio QuarantaXiaohu SunDayong WangJin WangTianyi YangMingtao ZhangYuzhe ZhaoChen ZhouXueli HuaShuai YangZhengyun YouNan LuGerry BauerLiangliang ChenZhipeng CuiBolin LiHui WangKai YiJingqing ZhangFeng ZhuChenyan LiYuji LiYilin ZhouZhen LinChenfeng LuMeng XiaoCarlos AvilaAndrés CabreraCarlos FlorezJose Antonio Reyes VegaCésar RendónManuel RodriguezAnderson Alexis Ruales BarbosaJosé David Ruiz AlvarezNikola GodinovicDamir LelasAna SculacMarko KovacAndro PetkovicToni SculacPedrame BargassaVuko BrigljevicDinko FerencekKresimir JakovcicAndrei StarodumovTatjana SusaAlexandros AttikisKonstantinos ChristoforouSotiroulla KonstantinouChristos LeonidouLeonidas PaizanosFotios PtochosPanos A RazisHans RykaczewskiHalil SakaAnton StepennovMiroslav FingerMichael FingerEliana AcurioEdgar Carrera JarrinHassan AbdallaYasser AssranAhmed HusseinHemida MohammedKhawla JaffelMario KadastikTorben LangeChristine NielsenJoosep PataMartti RaidalNorman SeebaLaurits TaniErik BrückenAnna MilievaKenneth OsterbergMikko VoutilainenFrancisco Ignacio Garcia FuentesTimo HildenPatin InkaewKimmo Tuomas Samuli KallonenRavindra Kumar VermaTapio LampénKati Lassila-PeriniBettina LehtelaSami LehtiTomas LindénNestor Raul Mancilla XintoMikael MyllymäkiMilla-Maarit RantanenSanteri SaariokariNico Timothy ToikkaJorma TuominiemiNurfikri Bin NorjoharuddeenHenning KirschenmannPanja-Riina LuukkaHenri PetrowMarc BesanconFabrice CoudercMarc DejardinDaniel DenegriPaul DevougeJean-Louis FaureFederico FerriPaul GaigneSerguei GanjourPhilippe GrasFabrice GuillouxGautier Hamel de MonchenaultMintu KumarVictor LohezicYuliia MaidannykJulie MalclesFrancesco OrlandiLouis PortalesSamuele RonchiMehmet Özgür SahinPolina SimkinaMaksym TitovMarta TornagoRuth Amella RanzFlorian BeaudetteGiacomo BoldriniPhilippe BussonClaude CharlotMarco ChiusiTheo Damien CuissetOlivier DavignonAdinda de WitTrisha DebnathIsaac Telford EhleShamik GhoshAndrew GilbertRaphael Granier de CassagnacMartina ManoniMatthew NguyenStepan ObraztsovChristophe OchandoRoberto SalernoJean-Baptiste SauvanYves SiroisGamze SokmenYuekai SongLourdes Urda GómezBastien VoirinAlexandre ZabiAmina ZghicheJean-Laurent AgramJeremy AndreaDaniel BlochJean-Marie BromEric Christian ChabertCaroline CollardGael CoulonSaskia FalkeUlrich GoerlachAnne-Catherine Le BihanGourab SahaAurore Savoy-NavarroPaul VaucelleAdriano Di FlorioBreno OrzariDavid AmramStephanie BeauceronBenjamin BlanconGaelle BoudoulNicolas ChanonDidier ContardoPierre DepasseHoumani El MamouniJean FayEnzo FillaudeauSusan GasconMaxime GouzevitchChristopher GreenbergGérald GrenierBernard IlleElise Jourd'HuyMorgan LethuillierKenneth LongBenjamin MassoteauLaurent MirabitoArnab PurohitMuriel Vander DoncktChristian VerolletGeorge AdamovIrakli LomidzeZviad TsamalaidzeKai Fabian AdamowiczValeria BottaSandra Consuegra RodríguezLutz FeldKatja KleinMartin LipinskiPhilipp NattlandVanessa OppenländerAlexander PaulsDanyer Pérez AdánCaio DaumannSvenja DiekmannNiclas EichDmitry EliseevFrederic EngelkeJohannes ErdmannMartin ErdmannMáté Zoltán FarkasBenjamin FischerThomas HebbekerKerstin HoepfnerAlexander JungNitish KumarMing-Yan LeeFlorian MausolfMarkus MerschmeyerArnd MeyerAndrey PozdnyakovWahid RedjebHans ReithlerUttiya SarkarValentina SarkisoviAlexander SchmidtChinmay SethArchana SharmaJan Lukas SpahValentyn VaulinUlrich WillemsenShawn ZaleskiFelix Philipp ZinnMax Romain BeckersGünter FlüggeNina HoeflichThomas KressAndreas NowackOliver PoothAchim StahlAenne AbelMaria Aldaya MartinJuliette AlimenaYing AnIakov AndreevJorn BachSamuel BaxterHugo Becerril GonzalezOlaf BehnkeAlberto BelvedereFreya BlekmanKerstin BorrasAlan CampbellSuman ChatterjeeLucia Ximena Coll SaraviaGuenter EckerlinDoris EcksteinElisabetta GalloAchim GeiserMoritz GuthoffAndreas HinzmannMatthias KasemannClaus KleinwortRoman KoglerMatthias KommDirk KrückerFinn LabeWolfgang LangeDaina Leyva PerniaJia-Hao LiKuan-Yu LinKaterina LipkaWolfgang LohmannJacopo MalvasoRainer MankelIsabell-Alissandra Melzer-PellmannMikel Mendizabal MorentinAndreas Bernhard MeyerGabriele MilellaKeila Moral FigueroaAndreas MussgillerLakshmi Priya NairJeremi NiedzielaAndreas NürnbergJiwon ParkEvan RankenAlexei RasperezaDaniil RastorguevLovisa RygaardMoritz SchamSimon SchnakePaul SchützeChristian SchwanenbergerDennis SchwarzDaria SelivanovaKonstantin SharkoMykyta ShchedrolosievDominic StaffordMatin TorkianSoumyaa VashishthaAna Ventura BarrosoRoberval WalshDi WangQun WangKatarzyna WichmannLucas WiensChristoph WissingYewon YangStepan ZakharovAndré Zimermmane Castro SantosAna Rita Alves AndradeMassimiliano AntonelloSven BollwegMatteo BonanomiLukas EbelingKarim El MorabitYannick FischerMathis FrahmErika GaruttiAlexander GrohsjeanAyse Asu GuvenliJohannes HallerDaniel HundhausenMahtab JalalvandiGregor KasieczkaPhilip KeicherRobert KlannerWilliam KorcariTobias KramerChin-Chia KuoJohannes LangeArtur LobanovJohanna MatthiesenLouis MoureauxKonstantinos NikolopoulosKarla Josefina Pena RodriguezNathan ProuvostBianca RacitiMarcel RiegerDaniel SavoiuPeter SchleperMatthias SchröderJoern SchwandtTore von SchwartzManuel SommerhalderHartmut StadieGeorg SteinbrückRobert WardBogdan WiederspanMoritz WolfChitrakshee YedeAlessandro BrusamolinoErik ButzYi-Mu ChenThorsten ChwalekAlexander DierlammGizem Gul DincerDmitry DruzhkinUmut ElicabukNils FaltermannManuel GiffelsArtur GottmannFrank HartmannFabian HummerUlrich HusemannJan KieselerMarkus KluteJoscha KnolleRufa Kunnilan Muhammed RafeekOlha LavorykJay Mathew LawhornStefan MaierTorben MehnerMoritz MolchArtur MonschMichele MormileThomas MüllerEmanuel PfefferMatteo PresillaGunter QuastKlaus RabbertzBrendan RegneryRalf SchmiederTatiana SeleznevaNikita ShadskiyIvan ShvetsovHans-Jürgen SimonisLars SowaLea StockmeierKomal TauqeerMaria TomsBogdan TopkoNicolò TrevisaniCedric VerstegeTim VoigtländerRalf Florian von CubeJost von den DrieschChristian WinterRoger WolfWolfram Dietrich ZeunerXunwu ZuoGeorgios AnagnostouGeorgios DaskalakisAristotelis KyriakisPolytimi IosifidouPanagiotis KatrisGeorgios MelachroinosZacharias PainesisIoannis ParaskevasNikolaos PlastirasNiki SaoulidouKonstantinos TheofilatosEirini TziaferiEftychia TzovaraKonstantinos VellidisIlias ZisopoulosTheodoros ChatzistavrouGeorgia KarapostoliKonstantinos KousourisKonstantinos PaschosEirini SiamarkouGeorgios TsipolitisIoannis EvangelouCostas FoudasPanagiotis KatsoulisPanagiotis KokkasPolidamas Georgios Kosmoglou KioseoglouNikolaos ManthosIoannis PapadopoulosJohn StrologasCsaba HajduDezso HorvathÁrmin KadlecsikClaire LeeKrisztina MártonAttila József RádlFerenc SiklerViktor VeszpremiGergely BalintDora BiroMate CsanadKrisztián FarkasAnna FehérkutiMahmod Moussa Abdelkhalek GadallahMoisés León CoelloGabriella PasztorGabor Istvan VeresBalazs UjvariGyula ZiliziGyorgy BenczeSandor CzellarJozsef MolnarZoltan SzillasiTamas Ferenc CsorgoFrigyes NemesTamas NovakIstvan SzanyiSeema BahinipatiRishabh RaturiSunil BansalSuman Bala BeriVipin BhatnagarBhawana ChauhanSushil ChauhanNitish DhingraAnureet KaurHarjot KaurManjit KaurSunil KumarTanvi SheokandJasbir SinghAayushi SinglaKashish VermaAshutosh BhardwajArjun ChhetriBrajesh C ChoudharyAshok KumarArun KumarMohammad NaimuddinSaumya PhorChandra PrakashKirti RanjanMahesh Kumar SainiManisha KumariPrabhakar PalniSachin RanaAnuraag RathoreShriniketan AcharyaBhawna GomberSanmay GangulySwagata MukherjeeSatyaki BhattacharyaSuman das GuptaShubham DuttaSuchandra DuttaSubir SarkarMohammad Mobassir AmeenPrafulla Kumar BeheraSayan ChatterjeeGanapati DashAryaa DattamunsiPranati JanaPritam KalbhorSamadhan KambleJyothsna Rani KomaragiriPrabhat Ranjan PujahariAnup Kumar SikdarRohit Kumar SinghPranjal VermaSadhana VermaAnusree VijaySupriya NayakHimanshu RajpootBharat Kumar SirasvaLokesh BhattShashikant DugadTribeni MishraGagan Bihari MohantyMukund ShelakePruthvi SuryadevaraAnirban BalaSudeshna BanerjeeSoumyadip BarmanRajdeep Mohan ChatterjeeJasmine ChhikaraMonoranjan GuchaitShilpi JainAtul JaiswalSanjeev KumarManas MaityGobinda MajumderKajari MazumdarShubhi ParoliaRiya PramanikRitik SaxenaAravind ThachayathDipak MaityProlay MalKousik NaskarAruna NayakKuldeep PalPriyanka SadangiSneh ShuchiSanjay Kumar SwainSanu VargheseDiwakar VatsSourabh DubePrachurjya HazarikaBhumika KansalArnab LahaRiya SharmaSeema SharmaKumar Yash VaishBhagya BabuSaranya GhoshHamed BakhshiansohiAbideh JafariVahid Sedighzadeh DalaviMaryam ZeinaliSima BashiriShirin ChenaraniSeyed Mohsen EtesamiYasaman HosseiniMohsen KhakzadElham KhazaieMojtaba Mohammadi NajafabadiMohammad NourbakhshSeddigheh TizchangMarta FelciniMartin GrunewaldMarcello AbbresciaMichele BarbieriMarco BuonsanteAnna ColaleoDonato CreanzaNicola de FilippisMauro de PalmaWalaa ElmetenaweeNicola FerraraLuigi FioreLisa GenerosoLuigi LongoMagdy LoukaGiorgio MaggiMarcello MaggiIlirjan MargjekaVincenzo MastrapasquaSalvatore MyFelice NennaSalvatore NuzzoAntonello PellecchiaAlexis PompiliFrancesco Massimiliano ProcacciGabriella PuglieseRaffaella RadognaDayron RamosAntonio RanieriLucia SilvestrisFederica Maria SimoneÜmit SözbilirAnna StamerraDonato TroianoRosamaria VendittiPiet VerwilligenAngela ZazaGiovanni AbbiendiCarlo BattilanaDaniele BonacorsiPaolo CapiluppiFrancesca Romana CavalloMarco CrucianiGaetano-Marco DallavalleTommaso DiotaleviFabrizio FabbriAlessandra FanfaniRiccardo FarinelliDaniele FasanellaLuca FerraginaPaolo GiacomelliClaudio GrandiLuigi GuiducciSergio Lo MeoMarco LorussoLeonardo LunertiStefano MarcelliniGianni MasettiFrancesco NavarriaGiulia PaggiAndrea PerrottaAntonio RossiSimone Rossi TisbeniGian Piero SiroliSalvatore CostaAlessandro Di MattiaAlessandro LapertosaRenato PotenzaAlessia TricomiJawaher AltorkPanagiotis AssiourasGiuseppe BarbagliGiulio BardelliMatteo BartoliniAlessandro CalandriBenedetta CamaianiAntonio CasseseRudy CeccarelliVitaliano CiulliCarlo CivininiRaffaello d'AlessandroLorenzo DamentiEttore FocardiTomas KelloGiuseppe LatinoPiergiulio LenziMattia LizzoMarco MeschiniSimone PaolettiAlkis PapanastassiouGiacomo SguazzoniLorenzo VilianiLuigi BenussiStefano ColafranceschiSabino MeolaDavide PiccoloMiguel Alves Gallo PereiraFabrizio FerroEnrico RobuttiSilvano TosiAndrea BenagliaFrancesco BrivioValentina CamagniFlavia CetorelliFederico de GuioMauro Emanuele DinardoPaolo DiniSimone GennaiRaffaele GerosaAlessio GhezziPietro GovoniLuca GuzziMi Ran KimGiulia LavizzariMarco Toliman LucchiniMartina MalbertiSandra MalvezziAndrea MassironiDario MenasceLuigi MoroniMarco PaganoniSimona PalluottoDaniele PedriniAurora PeregoTommaso Tabarelli de FatisSalvatore BuontempoFrancesco ConfortiniCarlo Di FraiaFrancesco FabozziLeonardo FavillaAlberto Orso Maria IorioLuca ListaPierluigi PaolucciBiagio RossiPatrizia AzziNicola BacchettaMassimo BiasottoDario BiselloLorenzo BorellaPierluigi BortignonGabriele BortolatoAndrea Claudio Maria BullaRoberto CarlinTommaso DorigoFabrizio GaspariniUgo GaspariniSabrina GiorgettiPietro GruttaNicolo LaiEnrico LusianiMartino MargoniAnna Teresa MeneguzzoMarino MissiroliJacopo PazziniFederica PrimaveraPaolo RoncheseRoberto RossinFranco SimonettoMia TosiAndrea TriossiMarco ZanettiPierluigi ZottoAlberto ZucchettaGianni ZumerleChiara AimèAlessandro BraghieriMatteo BrunoldiSimone CalzaferriPaolo MontagnaMario PelliccioniValerio ReCristina RiccardiPaola SalviniIlaria VaiPaolo VituloSehar AjmalMaria Elena AsciotiGian Mario BileiCostanza CarrivaleDiego CiangottiniLuca Della PennaLivio FanòValentina MarianiMauro MenichelliFrancesco MoscatelliAlessandro RossiAttilio SantocchiaDaniele SpigaTommaso TedeschiCristina Andreea AlexePatrick AsenovPaolo AzzurriGiuseppe BagliesiLorenzo BianchiniTommaso BoccaliEdoardo BossiniDavide BruschiniRino CastaldiFilippo CattafestaMaria Agnese CiocciMarco CiprianiRoberto Dell'OrsoSilvio DonatoAnnalisa FelizianiRuben FortiAlessandro GiassiFranco LigabueAndrea Carlo MariniAlberto MessineoSaswat MishraVinaya Krishnan Muraleedharan Nair BindhuSaswati NandanFabrizio PallaMarco RiggirelloAndrea RizziGigi RolandiSuvankar Roy ChowdhuryTanmay SarkarAngelo ScribanoPrabhat SolankiPaolo SpagnoloFrancesco TenchiniRoberto TenchiniGuido TonelliNicola TuriniFrancesco VaselliAndrea VenturiPiero Giorgio VerdiniPetra AkrapChiara BasileSubash Chandra BeheraFrancesca CavallariLeticia Cunqueiro MendezFederica de RiggiDaniele del ReMarco del VecchioEmanuele Di MarcoMarcella DiemozFilippo ErricoLorenzo FrosinaRuben GargiuloBharadwaj HarikrishnanFederico LombardiEgidio LongoLaura MartikainenGiovanni OrgantiniNoemi PalmeriRiccardo ParamattiTiziano PaulettoShahram RahatlouChiara RovelliFrancesco SantanastasioLivia SoffiVangelis VladimirovNicola AmapaneRoberta ArcidiaconoStefano ArgiroMichele ArneodoNazar BartosikRiccardo BellanAndrea BelloraCristina BiinoCecilia BorcaNicolo CartigliaMarco CostaRoberto CovarelliNatale DemariaEdoardo FerrandoLinda FincoMichael GrippoBilal KianiLeonardo LanteriFederica LeggerFabio LuongoMatteo Marchisio CaprioglioChiara MariottiSilvia MaselliAlberto MeccaLuca MenzioPaolo MeridianiErnesto MiglioreMarco MontenoMaria Margherita ObertinoGiacomo OrtonaLuca PacherNadia PastroneMarta RuspaFederico SivieroValentina SolaAda SolanoAmedeo StaianoCristiano TarriconeDaniele TrocinoGiulio UmoretEvgueni VlasovRobert WhiteJyoti BabbarStefano BelforteVieri CandeliseMassimo CasarsaFabio CossuttiKsenia de LeoGiuseppe Della RiccaRaffaele Delli GattiCarlo GiraldinSunil DograJieun HongJiwoong KimTaiwoo KimDongyub LeeHakseong LeeJunghyun LeeSeh Wook LeeChang-Seong MoonYoung Do OhSezen SekmenBongho TaeYu Chul YangMin Suk KimGyeonghwan BakPiljun GwakHyunchul KimHanseul LeeSeonghak LeeDong Ho MoonJunhu SeoEce AsilarFrancesco CarnevaliJieun ChoiTae Jeong KimYeonsu RyouJuhee SongSeungkyu HaSeyoung HanByung-Sik HongJaebak KimKisoo LeeKyong Sei LeeSoohwan LeeJayashri PadmanabanJaehyeok YooJunghwan GohJongwon ShinSeungjin YangLida KalipolitiYechan KangHyunsoo KimYongsun KimByeonghak KoSeungjun LeeJohn AlmondJi Hwan BhyunJunho ChoiJin ChoiWon JunHyunyong KimJunho KimJihun KimTaehee KimYeonjoon KimYoung Wan KimSanghyun KoHaneol LeeJoonbin LeeJeongeun LeeByung Hun OhJihoon ShinUnki YangInseok YoonWoohyeon HeoWoojin JangDonghyun KimSeulgi KimJason Sang Hun LeeYunjae LeeInkyu ParkYoun RohIan WatsonGuk ChoYun EoKyuyeong HwangHaeun JangBobae KimDongwoon KimSungwon KimKyeongpil LeeHwi Dong YooYounghoon LeeIntae YuTaha BeyrouthyYousef GharbiaFawaz AlazemiKarlis DreimanisOjars Martins EberlinsAntra GaileMartins KlevsConrado Munoz DiazDace OsiteGuntis PikursRobert PleseAndris PotrebkoMarkus SeidelDimitrios Sidiropoulos KontosNormunds Ralfs StrautnieksMarijus AmbrozasAndrius JuodagalvisSaulius NargelasSamarendra NayakAurelijus RinkeviciusGintautas TamulaitisImran YusuffZukhaimira ZolkapliJose F BenitezAlfredo Castaneda HernandezAntonio Cota RodriguezLuis Enrique Cuevas PicosHedwin Aaron Encinas AcostaLuis Gabriel Gallegos MaríñezJavier Alberto Murillo QuijadaLizardo Valencia PalomoGabriel AyalaHeriberto Castilla-ValdezHoracio Crotte LedesmaRicardo Lopez-FernandezJhovanny Mejia GuisaoRogelio Reyes-AlmanzaAlberto Sánchez HernándezCristina Oropeza BarreraDalia Lucero Ramirez GuadarramaMateo Ramírez GarcíaIrais BautistaFernando Enrique Neri HuertaIsabel PedrazaHumberto Antonio Salazar IbarguenCecilia Uribe EstradaItana BubanjaJelena MijuskovicNatasa RaicevicPhilip H ButlerAshfaq AhmadMuhammad Irfan AsgharAli AwaisMuhammad Imran Malik AwanWajid Ali KhanValentina AvatiLaurent ForthommeLeszek GrzankaMaciej MalawskiKrzysztof PiotrzkowskiHagop AwedikianMichal BlujMonika GhimirayMaciej GórskiMalgorzata KazanaMichal SzleperPiotr ZalewskiKarol BunkowskiKrzysztof DorobaArtur KalinowskiMarcin KoneckiJan KrolikowskiWiktor MatyszkiewiczAlibordi MuhammadSzymon SlawinskiPiotr FokowKrzysztof PozniakWojciech ZabolotnyMariana AraujoCristóvão Beirão da Cruz E SilvaAlessio BolettiMarco BozzoTiziano CamporesiGiacomo da MolinMichele GallinaroJonathan HollarNuno LeonardoGiovanni Battista MarozzoAchille PetrilliMatteo PisanoJoao SeixasJoao VarelaJohan Wilfried WulffPetar AdzicLazar MarkovicPredrag MilenovicVukasin MilosevicDamir DevetakMilos DordevicJovan MilosevicLaslo NadderdVladimir RekovicMilan StojanovicMartin Alcalde MartinezJuan Alcaraz MaestreCristina Fernandez BedoyaJavier Andres Brochero CifuentesOliver ManzanillaMaria CepedaMarcos CerradaNicanor ColinoBegona de la CruzAntonio Delgado PerisAlberto Escalante del ValleDiego Fernández del ValJuan Pablo Fernández RamosJose FlixMaria Cruz FouzManuel Gonzalez HernandezOscar Gonzalez LopezSilvia Goy LopezJose M HernandezMaria Isabel JosaJavier Llorente MerinoCristina Martin PerezElvira Martin ViscasillasDermot MoranCecilia Maria Morcillo PerezÁlvaro Navarro TobarRolando Paz HerreraAntonio María Pérez-Calero YzquierdoJesus Puerta PelayoIgnacio RedondoJulia Vazquez EscobarJorge F de TrocónizElena Aller GutierrezBarbara Alvarez GonzalezJorge Ayllon TorresanoAndrea CardiniJavier CuevasJavier del Riego BadasDaniel Estrada AcevedoJavier Fernandez MenendezSantiago FolguerasIsidro Gonzalez CaballeroPelayo LeguinaMiguel Obeso MenendezEnrique Palencia CortezonJavier Prado PicoSergio Sanchez CruzAlejandro Soto RodríguezPietro VischiaSergio Blanco FernándezIban Jose CabrilloAlicia CalderonMaria CasertaJordi Duarte CampderrosMarcos FernandezGervasio GomezClara Lasaosa GarcíaRuben Lopez RuizCelso Martinez RiveroPablo Martinez Ruiz del ArbolFrancisco MatorrasPablo Matorras CuevasEfren Navarrete RamosJonatan Piedra GomezCristian Quintana San EmeterioVictor RodriguezLuca ScodellaroIvan VilaRocio Vilar CortabitarteJesus Manuel Vizan GarciaBalashangar KailasapathyDeshitha Chamikara Wickramarathna DhammageWelathantri G.D DharmaratnaKalpanie LiyanageNimantha PereraDuccio AbbaneoChiara AmendolaRocco ArdinoEtiennette AuffrayJoachim BaechlerDavid BarneyJoshua BendavidIoannis BestintzanosMichele BiancoAndrea BocciLisa BorgonoviCristina BottaAlberto BragagnoloChristopher Edward BrownCécile CaillolGianluca CerminaraPatrick ConnorKyle CormierDavid d'EnterriaAnne DabrowskiPallabi DasAndre David Tinoco MendesAlbert de RoeckMatteo Maria DefranchisMario DeileMarc DobsonPedro José Fernández MantecaBruno Afonso Fontana Santos AlvesElisa FontanesiWolfgang FunkAndrea GaddiSimone GianiDominique GigiKarl GillFrank GlegeMaciej GlowackiAndreas GruberJeroen HegemanJaana Kristiina HeikkiläRobin HofsaessBenjamin HuberThomas JamesPatrick JanotLaurids JeppeOliwia KaluzinskaOlena KarachebanGeorge KarathanasisSanteri LaurilaPaul LecoqJaime León HolgadoElias LeutgebCarlos LourencoAnne-Mazarine LyonMatteo MagheriniLuca MalgeriMarcello MannelliAnkita MehtaFrans MeijersJeremie Alexandre MerlinStefano MersiEmilio MeschiMatteo MiglioriniFabio MontiFilip MoortgatMartijn MuldersMarco MusichIzaak NeutelingsStyliani OrfanelliFelice PantaleoMichelangelo PariFabio Pereira CarneiroGiovanni PetruccianiAndreas PfeifferMaurizio PieriniMichael PittHuilin QuDinyar RabadyArne ReimersBeatriz Ribeiro LopesFederica RitiPedro RosadoMarco RovereHannes SakulinRiccardo SalvaticoSimone ScarfiStella Felice SchaeferMichele SelvaggiKsenia ShchelinaPedro SilvaParaskevas SphicasAndre Govinda Stahl LeitonArnaud SteenSioni SummersGiulia TerragniDaniel TreillePaola TropeaElena VernazzaMilos VojinovicJoanna WanczykSebastian WuchterlMateusz ZaruckiPhilipp ZehetnerPetr ZejdlGiovanni Zevi Della PortaLea CaminadaWolfram ErdmannRoland HorisbergerQuentin IngramHans-Christian KaestliDanek KotlinskiClemens LangeUrs LangeneggerAliya NigamovaLars NoehteLivio Redard-JacotTilman RoheAmrutha SamalanThea Klaeboe AarrestadMalte BackhausTiziano BevilacquaGiorgia BonomelliCesare CazzanigaKaustuv DattaPaul de Bryas Dexmiers d'ArchiacchiacAnnapaola de CosaGünther DissertoriMichael DittmarMauro DonegàFranz GlessgenChristoph GrabNico HärringerThierry Guillaume HarteMarius KoppelWerner LustermannMatteo MalucchiRiccardo Andrea ManzoniLuigi MarcheseAnna MascellaniFrancesca Nessi-TedaldiFelicitas PaussAdrian Antonio PetreJessica PrendiBranislav RisticSophie RohletterPaul Martin SanderRoberto SeiditaJan SteggemannAlessandro TarabiniChin Zhe TeeDavide ValsecchiPatricia Helena WagnerRainer WallnyClaude AmslerPascal BärtschiFilip BilandzijaMaria Florencia CanelliGiovanni CelottoTheresa Alexandra GoldschmidtValentina GuglielmiArash JofreheiBenjamin KilminsterTsz Hong KwokStefanos LeontsinisValeriia LukashenkoAnna MacchioloFanqiang MengJona MottaPeter RobmannEslam ShokrFabian StägerRaffaella TramontanoPiero VisconeDebabrata BhowmikChia-Ming KuoPrasant Kumar RoutSaba TajPraveen Chandra TiwariLudivine CeardKai-Feng ChenZheng-Gang ChenAgostino de IorioGeorge Wei-Shu HouTing-Hsiang HsuYu-Wei KaoSaikat KarmakarFasya KhuzaimahGouranga KoleYou-Ying LiRong-Shyang LuEfstathios PaganisXing-Fu SuJoshuha Thomas-WilskerLian-Sheng TsaiDimitra TsionouHsin-Yeh WuEfe YazganChayanit AsawatangtrakuldeeNorraphat SrimanobhasYasser MaghrbiDoruk AgyelFurkan DolekIsa DumanogluYalcin GulerEmine Gurpinar GulerOzgun KaraAysel Kayis TopaksuYildiray KomurcuGulsen OnengutKadri OzdemirBayram TaliUfuk Guney TokEbru UslanIbrahim Soner ZorbakirSercan SenMetin YalvacBora AkgunIsmail Okan AtakisiErhan GulmezMithat KayaOzlem KayaMehmet Alp SarkislaSevgi TektenDorukhan BoncukcuAltan CakirKerem CankocakBurak HacisahinogluIlknur HosBerkan KaynakSuat OzkorucukluOnur PotokHale SertCagdas SimsekCaglar ZorbilmezSalim CerciCandan DozenBora IsildakEbru SimsekDeniz Sunar CerciTaylan YetkinAndriy BoyaryntsevOlena DadazhanovaBoris GrynyovLeonid LevchukJames John BrookeAaron BundockFlorian Joel J BuryEmyr ClementDavid CussansDharmender DharmenderHenning FlacherJoel GoldsteinHelen F HeathMei-Li HolmbergAikaterini KarakoulakiLukasz KreczkoSudarshan ParamesvaranLiam RobertshawMuhammad Shahzad SanjraniJeronimo SegalVincent J SmithAustin BallKen W BellAlexander BelyaevChristopher BrewRobert M BrownDavid J.A CockerillAlison ElliotKatherine Victoria EllisJakub GajownikKristian HarderSam HarperJacob LinacreKonstantinos ManolopoulosMehrnoosh MoallemiDave M NewboldEmmanuel OlaiyaDavid PetytThomas ReisAbanti Ranadhir SahasransuGiovanna SalviThomas SchuhClaire Shepherd-ThemistocleousIan R TomalinKathleen Charlotte WhalenThomas WilliamsIrene AndreouRobert BainbridgePhilippe BlochOliver BuchmullerCamilo Andres Carrillo MontoyaDavid CollingIndranil DasPaul DaunceyGavin DaviesMichel Della NegraSimon FayerGiacomo FediGeoffrey HallHafeez R HooraniAlexander HowardGregory IlesCharlotte Rose KnightPaul KrueperJonathon LangfordKai Hong LawLouis LyonsAnne-Marie MagnanBenedikt MaierStavros MalliosAndreas MastronikolisMikael MieskolainenJordan NashMark PesaresiPrijith Babu PradeepBenjamin Charles Radburn-SmithAlexander RichardsAndrew RoseThomas Benjamin RuntingLucas RussellKlitos SavvaRyan SchmitzChristopher SeezRaghunandan ShuklaAlexander TapperKirika UchidaGeorge Peter UttleyTejinder VirdeeNicholas WardleDaniel WinterbottomJie XiaoJoanne ColeAkram KhanPaul KyberdIvan ReidSalavat AbdullinAndrew BrinkerhoffEvan CollinsMohamed Rashad DarwishJay DittmannKenichi HatakeyamaVinay HegdeJoshua HiltbrandBrooks McmasterJonathan SamudioSiddhesh SawantChosila SutantawibulJonathan WilsonJulie Managan HoganRachel BartekAaron DominguezShivam RajBisnupriya SahuAli Eren SimsekBhavya SinghalShin-Shan YuBhim BamAxel Buchot PerraguinSamuel CampbellRuchi ChudasamaSeth CooperColin CrovellaGuillermo FidalgoSergei V GleyzerCandan IsikRamneet KaurAleko KhukhunaishviliKonstantin MatchevEmma PearsonPaolo RumerioEmanuele UsaiRuole YiSerhii CholakGianfranco de CastroZeynep DemiragliCarlos EriceCaleb FangmeierCelia Fernandez MadrazoJonathan FulcherJavier Garcia de CastroFrank GolfSihyun JeonJoshua O'CainIan ReedJames RohlfKaitlin SalyerDavid SperkaIndara SuarezAnna TsatsosEmilee WurtzAngelo Giacomo ZecchinelliGaetano BaroneGabriele BenelliDavid CuttsSpencer EllisLoukas GouskosMary HadleyUlrich HeintzKa Wa HoTaeun KwonLuka LambrechtGreg LandsbergKa Tung LauMatt LeblancJingyu LuoSpandan MondalJennifer RoloffTrevor RussellSinan SagirXiaohe ShenMarko StamenkovicSamantha SunnarborgJessica TangNikhilesh VenkatasubramanianSamantha AbbottSweta BaradiaBenjamin BartonRichard BreedonHong CaiManuel Calderon de la Barca SanchezEthan CannaertMaxwell ChertokMatthew CitronJohn ConwayPeter Timothy CoxFlorian EbleRobin ErbacherCaleb FairchildOta KukralGiovanni MocellinSydney OstromItzelli Salazar SegoviaJacob Henry SteenisJuan Salvador Tafoya VargasWei WeiSaeahram YooKosmas AdamidisHavyn AncelinMichail BachtisDelano CamposRobert CousinsSamuel CrossleyGael Flores AvilaJay HauserMikhail IgnatenkoMuhammad Ansar IqbalTyler LamYa-Feng LoElisabetta MancaAntonett Nunez del PradoDavid SaltzbergVyacheslav ValuevRobert ClareJ. William GaryGail HansonAnthony AportelaAashay AroraJames G BransonSergio CittolinBrunella d'AnziDaniel DiazJavier DuarteLeonardo GianniniYanxi GuJonathan GuiangVyacheslav KrutelyovRobert LeeJames LettsHaoyang LiRussell Marroquin SolaresMario MasciovecchioFarouk MokhtarSoumya MukherjeeMarco PieriDaniel PrimoschMelissa QuinnanVivek SharmaMatevz TadelEmmanouil VourliotisFrank WürthweinAvraham YagilZihan ZhaoAnders BarzdukasLiam BrennanClaudio CampagnariSebastian Carron MonteroKeegan DownhamChiara GriecoMohd Meraj HussainJoe IncandelaMan Wai Katherine LaiAmina Jinzi LiPhillip MastersonJeffrey RichmanSai Neha SantpurDavid StuartTamás Álmos VámiXuli YanDanyi ZhangAlexander AlbertSoham BhattacharyaAdolf BornheimOlmo CerriZichun HaoRaghav KansalLudovico MoriHarvey B NewmanGuillermo Reales GutiérrezThomas SievertPaul SimmerlingMaria SpiropuluChang SunJean-Roch VlimantRaymond Andrew WynneSi XieRen-Yuan ZhuJohn AlisonSitong AnMatteo CremonesiValentina DuttaErdem Yigit ErtorerThomas FergusonTirso Alejandro Gómez EspinosaAbhirami HarilalAleesha Kallil TharayilManami KanemuraAniket KhanalChuyuan LiuMatteo MarchegianiPeter MeiringSindhu MurthyPritam PalitKyungmin ParkManfred PauliniAndrew RobertsAlejandro SanchezYuntong ZhouJohn Perry CumalatWilliam T FordJared FraticelliAndrew HartMaxwell HerrmannStephanie KwanJannicke PearkesClaire SavardNicolas SchonbeckKevin StensonKeith UlmerStephen Robert WagnerNoah ZipperDavide ZuoloJames AlexanderXuan ChenJennet DickinsonAlec DuquetteJason FanXingchen FanJoseph GrassiPeace KotamnivesKatarzyna KrzyzanskaJose MonroyGavin NiendorfMichael OshiroJuliet Ritchie PattersonAnders RydJulia ThomHannsjoerg Artur WeberBenjamin WeissPeter WittichYuqing WuRui ZouLara ZygalaMichael AlbrowMaral AlyariOz AmramGiorgio ApollinariArtur ApresyanLothar A.T BauerdickDouglas BerryJeffrey BerryhillPushpalatha C BhatKevin BurkettJoel Nathan ButlerAnadi CanepaGiuseppe Benedetto CeratiHarry CheungFrank ChlebanaChristopher CosbyGrace CummingsIrene DuttaVictor Daniel ElviraJim FreemanAbhijith GandrakotaZoltan GecseLindsey GrayDan GreenAidan GrummerStefan GrünendahlDaniel GuerreroOliver GutscheRobert M HarrisJames HirschauerVincenzo InnocenteBodhitha JayatilakaSergo JindarianiMarvin JohnsonUmesh JoshiRyan Sangwoo KimBoaz KlimaStephan LammelDon LincolnRon LiptonTiehui LiuKaori MaeshimaDavid MasonPatricia McbridePetra MerkelStephen MrennaSteve NahnJennifer NgadiubaDaniel NoonanScarlet NorbergVaia PapadimitriouNathaniel PastikaKevin PedroCristian PenaCarlos Eugenio Perez LaraVasilije PerovicFabio RaveraAllison Reinsvold HallLuciano RistoriMurtaza SafdariElizabeth Sexton-KennedyEmily SmithNicholas SmithAron SohaLeonard SpiegelStoyan StoynevJames StraitLucas TaylorSlawek TkaczykNhan Viet TranLorenzo UpleggerEric Wayne VaanderingChristina WangIrene ZoiCaterina ArutaPaul AveryDimitri BourilkovPhilip ChangVladimir CherepanovMatthew DittrichRichard D FieldChanggi HuhEvan KoenigMarina KolosovaJacobo KonigsbergAndrey KorytovGuenakh MitselmakherKelci MohrmanArun Muthirakalayil MadhuNeha RawalSuzanne RosenzweigValentin SulimovYuta TakahashiJian WangTodd AdamsAli Al KadhimAndrew AskewSteffi BowerRobert GoffRafey HashmiAbbas HassaniTed KolbergGerman MartinezMaria MazzaHarrison ProsperPurbita Rahman ProvaRachel YohayBandar AlsufyaniSouvik DasScott DemarestLoriza HasaMarcus HohlmannMerrick LavinskyErick YanesMark Raymond AdamsNicholas BarnettAustin BatyClayton BennettNathan Brandman-HughesRichard CavanaughRicardo Escobar FrancoOlga EvdokimovCecilia Elena GerberHarshul GuptaMichelle HawksworthAbhishek HingrajiyaDavid Jonathan HofmanZheng HuangJong-Ho LeeCorrinne MillsShirsendu NandaGrigory NigmatkulovBeren OzekVipul PantToan PhanDragana PilipovicRaghunath PradhanEnea PriftiPayal RoyTitas RoyDanush ShekarNavjit SinghFrank StrugAlexander ThielenMarguerite TonjesNikos VarelasMohammad Abrar WadudAaron WangJieun YooMohammad AlhusseiniDylan BlendKamuran DilsizOhannes Kamer KöseyanAlexi MestvirishviliOrgho NeogiHasan OgulYasar OnelAldo PenzoChristina SnyderEmrah TirasBarry BlumenfeldJeffrey DavisAndrei GritsanZhiyuan HuangLucas KangSavvas KyriacouPetar MaksimovicNicholas PintoMatej RoguljicSanjana SekharMohit Vir SrivastavMorris SwartzAndrés AbreuLuis Fernando Alcerro AlcerroJustin AnguianoSaray Arteaga EscatelPhilip BaringerAlice BeanRajarshi BhattacharyaZachary FlowersDerek GroveJack KingGeorgios KrintirasMargaret LazarovitsCole Le MahieuJuan MarquezMichael MurrayMatthew NickelSorina PopescuChristopher RoganChristophe RoyonSahithi RudrabhatlaStephen SandersCaleb SmithGraham WilsonAthar AhmadBraden AllmondNaila IslamAndrew IvanovKetino KaadzeYurii MaravinJames NatoliGujju Gurunadha ReddyDennis RoyGiulia SorrentinoDrew BadenAlberto BelloniJoshua Bistany-RiebmanSarah Catherine EnoNicholas John HadleyShabnam JabeenRichard G KelloggTimothy KoethBraden KronheimSamuel LascioJacob LeePéter MajorAlice MignereyChristopher PalmerChristos PapageorgakisMekhala Mahesh ParanjpeElena PopovaAlexey ShevelevLicheng ZhangCristian Baldenegro BarreraHannah BossiSamuel Bright-ThonneyIvan Amos CaliYu-Chen ChenPin-Chun ChouMariarosaria d'AlfonsoJan EysermansChad FreerGuillelmo Gomez CeballosMaxim GoncharovGaia GrossoPhilip HarrisDuc HoangGian Michele InnocentiKirill IvanovGillian KoppDmytro KovalskyiJordan LangLuca LavezzoYen-Jie LeePietro LugatoChristopher McginnEric MorenoAndrzej NovakMary Isabelle ParkChristoph PausChristina ReisselChristof RolandGunther RolandSimon RothmanTzu-An ShengGeorge StephansDavid WalterJing WangZhangqier WangBolek WyslouchTianyu YangAlpana AlpanaBryan CrossmanWilliam James JacksonCharles KapsiakMichael KrohnDevin MahonJeremy MansBadder MarzocchiRoger RusackOnuray SancarRohith SaradhyNadja StrobbeKenneth BloomDaniel R ClaesSneha Vireshwar DixitGrace HazaJahid HossainChangwoo JooIlya KravchenkoKa Hei Martin KwokYashaswi MehraJohn MorrisAman RohillaJoaquin Emilo SiadoAntonio VagneriniAndrew WightmanHirak BandyopadhyayLauren HayHsin-Wei HsiaIa IashviliAlexis KalogeropoulosAvto KharchilavaAritra MandalMargaret MorrisDuong NguyenOcéane PoncetSalvatore RappoccioHaifa Rejeb SfarWesley TerrillAc WilliamsDavid YuAarif AarifGeorge AlversonEmanuela BarberisSamuel BeinJohan BonillaBen BylsmaMattia CampanaRiley ClarkJohn DervanYacine HaddadYixiao HanIsrar IsrarAmrutha KrishnaMeng LuNicholas ManganelliRyan MccarthyDavid Michael MorseToyoko OrimotoLouise SkinnariCort Stewart ThoresonEmily TsaiDarien WoodSusan DittmerKristian Allan HahnSavannah KingMichael McginnisYulun MiaoDavid Gabriel MonkMichael Henry SchmittAngela TaliercioMayda VelascoJinglu WangGarvita AgarwalReyer BandRachael BucciSergi CastellsAbhishek DasAbhisek DattaAmanda EhnisReza GoldouzianMichael HildrethKenyi Hurtado AnampaTodor IvanovColin JessopAnton KarneyeuKevin LannonJohn LawrenceNikitas LoukasDylan LuttonJoseph MarianoNancy MarinelliPaola MastrapasquaAl MasudThomas MccauleyChristopher McgradyConnor MooreYuri MusienkoHannah NelsonMarc OshersonAndrea PiccinelliRandy RuchtiAustin TownsendYuyi WanMitchell WayneHenry YockeyMichael CarriganRyan de los SantosLloyd Stanley DurkinChristopher HillMatthew JoyceDerek Albert WenzlBrian L WinerBrent YatesHichem BouchamaouiGage DezoortPeter ElmerAndre FrankenthalMassimiliano GalliBennett GreenbergKiley KennedyYihui LaiDavid LangeAndrew LoeligerDaniel MarlowIsabel OjalvoJames OlsenFarrah SimpsonDavid SticklandChristopher TullySoohyun YoonSudhir MalikRicha SharmaSoumik ChandraAn GuLaszlo GutayMarc HuwilerMatthew JonesAndreas Werner JungIsik Gokcen KarsliogluDmitry KondratyevJingyan LiMiaoyuan LiuMatheus MacedoGiulia NegroNorbert NeumeisterGaryfallia PaspalakiStefan PiperovNihar Ranjan SahaJan-Frederik SchulteFuqiang WangAbigail Leigh WesolekAndrew WildridgeWei XieYao YaoYibo ZhongNeeti ParasharAtanu PathakElton ShumkaDarin AcostaAman AgrawalCollin ArbourTaylor CarnahanKarl Matthew EcklundFrank J.M GeurtsTao HuangIason KrommydasNicole LewisWei LiJiazhao LinOsvaldo Miguel ColinBrian Paul PadleyRadia RedjimiJohn RotterCarlos Vico VillalbaMeutia WulansatitiEfe YigitbasiYousen ZhangOlga Bessidskaia BylundArie BodekPawel de BarbaroRegina DeminaAran Garcia-BellidoHonor Suzanne HareOtto HindrichsNukulsinh ParmarPavel ParyginHyonsan SeoRhys TausYu-Heng YuBrandon ChiaritoJohn Paul ChouSteven Vincent ClarkSean DonnellyDivya GadkariYuri GershteinEva HalkiadakisConnor HoughtonDavid JaroslawskiAdam KobertIan LaflotteAmitabh LathJordan MartinsPhilip MeltzerMaximilian Perez PradaBenjamin RandJoseph ReichertPrafulla SahaSevil SalurSunil SomalwarRobert StoneSteffie Ann ThayilScott ThomasJay VoraAlaa AbdelhamidDaniel AllyAndrés G DelannoySara FiorendiJesse HarrisTova HolmesAnkush Reddy KanugantiNimmitha KarunarathnaJohn LawlessLawrence LeeEmery NibigiraBrandi SkipworthStefan SpanierAdam VendrascoDevin AebiMuhammad AhmadTowsifa AkhterKonstantin AndrosovAashwin BasnetArtem BolshovOthmane BouhaliAntimo CagnottaStephane CoopersteinValeria d'AmanteRicardo EusebiPatrick FlanaganJason GilmoreYumeng GuoTeruki KamonSifu LuoRyan MuellerGiorgio PizzatiAlexei SafonovNural AkchurinJordan DamgovYongbin FengNiramay GogateWeijie JinSung Won LeeChristopher MadridAaron MankelTimo PeltolaIgor VolobouevEric AppeltYi ChenSenta GreeneAlfredo GurrolaWillard JohnsRaghav Kunnawalkam ElayavalliAndrew MeloDenis RathjensFrancesco RomeoPaul SheldonShengquan TuoJulia VelkovskaJussi ViinikainenJingyu ZhangBryan CardwellHeewon ChungBradley CoxJohn HakalaGabriela Hamilton Ilha MachadoRobert HiroskyMaria JoseAlexander LedovskoyCristina MantillaChristopher NeuClara Ramón ÁlvarezZhenyu WuSaptaparna BhattacharyaPaul Edmund KarchinAnagha AravindSunanda BanerjeeKevin BlackTulika BoseElise ChavezRoy CruzSridhara DasuPieter EveraertsCamilla GalloniHe HeMatthew HerndonAlain HerveCharis Kleio KorakaShivani LomteRichard LovelessAbhishikth MallampalliJustin MarquezAbdollah MohammadiSusmita MondalTrevor NelsonGanesh ParidaLaurent PétréDeborah PinnaAlexander SavinVictor ShangVarun SharmaRyan SimeonWesley H SmithDylan TeagueMitanshu ThakoreAmeya TheteAbigail WardenSerguei AfanasievVadim AlexakhinYuri AndreevTagir AushevDzmitry BudkouskiRuslan ChistovMikhail DanilovTatyana DimovaAlexander ErshovSergei GninenkoIlya GorbunovAlexey KamenevVladimir KarjavineMikhail KirsanovVyacheslav KlyukhinOlga KodolovaVladimir KorenkovIurii KorsakovAleksei KozyrevNikolai KrasnikovAlexander LanevAlexander MalakhovViktor MatveevAlexander NikitenkoVladimir PalichikVictor PerelyginOlesia RadchenkoMaria SavinaVladislav ShalaevSergey ShmatovSiarhei ShulhaYuri SkovpenKirill SlizhevskiyVitaly SmirnovOleg TeryaevIrina TlisovaAlexander ToropinNikolay VoytishinAnatoli ZarubinIlia ZhizhinLev DudkoVictor KimVictor MurzinVadim OreshkinDmitry Sosnov
• Organismes : Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Institut de Recherches sur les lois Fondamentales de l'Univers Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Laboratoire Leprince-Ringuet Institut Pluridisciplinaire Hubert Curien Université de Haute-Alsace (UHA) Mulhouse - Colmar Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Centre de Calcul de l'IN2P3 Centre de Calcul de l'IN2P3 Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon Institut de Physique des 2 Infinis de Lyon

---

Résumé : A measurement is presented of dijet angular distributions in proton-proton collisions at $\sqrt{s}$ = 13 TeV, using data collected with the CMS detector at the CERN LHC and corresponding to an integrated luminosity of 138 fb$^{-1}$. For the first time, the dijet angular distributions, corrected for detector effects, are compared with the predictions of perturbative quantum chromodynamics at next-to-next-to-leading order, including next-to-leading-order electroweak corrections. While data are generally found to be in agreement with predictions, a small difference in shape of the normalized distributions is seen for dijet masses ranging from 2.4 to 4.8 TeV and above 6 TeV. The distributions are used to search for proposed signatures of quark compositeness, extra spatial dimensions, quantum black holes, dark-matter mediators, axion-like particles, and anomalous gluon couplings. The most stringent limits to date are set for most of these scenarios. Quark contact interactions are excluded at 95% confidence level (CL) up to a scale of 17 (37) TeV for destructive (constructive) interference in a benchmark scenario, valid to next-to-leading order in quantum chromodynamics, and in which only left-handed quarks participate. The coupling of axion-like particles to the gluon, $c_{\text{g}}/f_{\text{a}}$, is constrained to be lower than 0.42 TeV$^{-1}$ at 95% CL. The anomalous triple-gluon coupling, $C_{\text{G}}/Λ^2$, in a standard model effective field theory is constrained to be lower than 0.0076 TeV$^{-2}$ at 95% CL.

---

Source