Philippe JEAN-PIERRE

---

• Type de publi. : Communication dans un congrès
• Date de publi. : 14/07/2025
• Auteurs : Anastasiia MikhnoFederica BradascioJonathan BiteauFrançois BrunPatrick BrunHossam BoutalhaJustine DevinA. Jardin-BlicqPierre JeanMichael JosselinJean-Philippe LenainQuentin LuceVincent MarandonKevin PressardGeorges Vasileiadis
• Organismes : Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Laboratoire de Physique Nucléaire et de Hautes Énergies Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Institut universitaire de France Laboratoire Univers et Particules de Montpellier Institut de Recherches sur les lois Fondamentales de l'Univers Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Laboratoire Univers et Particules de Montpellier Laboratoire de Physique des Deux Infinis Bordeaux Institut de recherche en astrophysique et planétologie Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Laboratoire de Physique Nucléaire et de Hautes Énergies Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Institut de Recherches sur les lois Fondamentales de l'Univers Laboratoire de Physique des 2 Infinis Irène Joliot-Curie Laboratoire Univers et Particules de Montpellier

---

Résumé : The NectarCAM flat-field flasher is a calibration device designed for the camera that will equip the Medium-Sized Telescopes (MSTs) of the northern site of the Cherenkov Telescope Array Observatory (CTAO). Positioned in the centre of the MST dish, 16 meters in front of the camera, the flasher emits short (FWHM $\approx$ 5 ns), uniform (2$-$4%) light pulses to illuminate the entire focal plane. Accurate calibration is crucial for the optimal operation of the NectarCAM, ensuring precise gain computation and mitigating differences in light-collection efficiency of the pixels of the camera. Using the flat-field flasher, two informations are obtained : the pixel gain and the relative efficiency between pixels. In addition, the flasher is used to probe the dynamic range over which the camera operates effectively. In this study, we report on the performance characterisation of the flat-field flasher using a dedicated test bench. We report on the results of tests conducted on several flasher units, evaluating their reliability. Furthermore, we describe how the flat-field coefficients are applied within the camera to ensure uniformity of response of few percent level across all 1855 pixels. As the deployment of the first MST at the CTAO northern site is scheduled for 2027, this work represents a significant contribution to the collaboration`s efforts to finalize camera calibration systems.

---

Source

---

• Type de publi. :
• Date de publi. : 13/07/2025
• Auteurs : Madeleine AktypiClaire AudiffretViolette BastitPierre BayardÉmilie CanniauxAdrien ChapelAdrien ChassainYves CittonCharles CoustilleJérôme DavidAxelle DelagorceMariette DelinièreArthur DumasMarion Dupouy MasonPhilippe FauvernierSalomé FauvinetEléonore GaudryIsabelle GermainRaphaëlle GuidéeMaryline HeckEdith HeurgonJacob Jean-JacquesArilys JiaClaire LarsonneurAlice LeclercqMathieu MessagerMurzilli NancyMagali NachtergaelPauline NoblecourtAlexis NysMarion OliveiraLéa OriolMathieu PicquenotSophie PrinssenCyril PuertolasSophie RabauLaureline RichardOlivia RosenthalMathilde RoussignéBenjamin RouxAlexandra SaemmerAnne-Frédérique SchläpferFrançois SinagraGabriele SteraMyriam SuchetValérie TachonLaurane Travagli-ChanalYann TrividicDimitri VotanoMartin VotanoSheun VuMarie WillaimeMarie-Jeanne Zenetti
• Organismes : Fabrique du littéraire Fabrique du littéraire Fabrique du littéraire Fabrique du littéraire Université d'État d'Haïti Université du Québec à Chicoutimi Transferts critiques anglophones Littératures antiques et modernes Centre de recherches sur les arts et le langage Fabrique du littéraire PLURIELLES Langues, littératures, civilisation (UR 24142) THALIM - Théorie et histoire des arts et des littératures de la modernité - UMR 7172 Centre d'études sur les médias, les technologies et l'internationalisation École universitaire de recherche ArTeC Fabrique du littéraire Ecole doctorale Pratiques et théories du sens Aix-Marseille Université - Faculté des Arts, Lettres, Langues et Sciences Humaines THALIM - Théorie et histoire des arts et des littératures de la modernité - UMR 7172 Extreme Situated Interaction - LISN Passages XX-XXI

---

Fichiers liés : cerizine_complet_avec_inserts.pdf

---

Source

---

• Type de publi. : Article dans une revue
• Date de publi. : 10/07/2025
• Auteurs : Federico BellelliPhilipe Barreto de SoutoChristelle CantetPierre-Jean OussetKaj BlennowBruno VellasDavide AngioniSophie Gillette-GuyonnetIsabelle CarriéLauréane BrigitteCatherine FaisantFrançoise LalaJulien DelrieuHélène VillarsEmeline CombrouzeCarole BadufleAudrey ZuerasSandrine AndrieuChristophe MorinGabor Abellan van KanCharlotte DupuyYves RollandCeline CaillaudPierre-Jean OussetFrançoise LalaSylvie BellevilleBrigitte GilbertFrancine FontaineJean-François DartiguesIsabelle MarcetFleur DelvaAlexandra FoubertSandrine CerdaCorinne CostesOlivier RouaudPatrick ManckoundiaValérie QuipourtSophie MarilierEvelyne FranonLawrence BoriesMarie-Laure PaderMarie-France BassetBruno LapoujadeValérie FaureMichael Li Yung TongChristine Malick-LoiseauEvelyne Cazaban-CampistronFrançoise DesclauxColette BlatgeThierry DantoineCécile Laubarie-MouretIsabelle SaulnierJean-Pierre ClémentMarie-Agnès PicatLaurence Bernard-BourzeixStéphanie WilleboisIléana DésormaisNoëlle CardinaudMarc BonnefoyPierre LivetPascale RebaudetClaire GédéonCatherine BurdetFlavien TerracolAlain PesceStéphanie RothSylvie ChaillouSandrine LouchartKristel SudresNicolas LebrunNadège Barro-BelayguesJacques TouchonKarim BennysAudrey GabelleAurélia RomanoLynda TouatiCécilia MarelliCécile PaysPhilippe RobertFranck Le DuffClaire GervaisSébastien GonfrierYannick GasnierSerge BordesDanièle BegorreChristian CarpuatKhaled KhalesJean-François LefebvreSamira Misbah El IdrissiPierre SkolilJean-Pierre SallesCarole DufouilMarie ChupinJean-François ManginAli BouhayiaMichèle AllardFrédéric RicolfiDominique DuboisMarie Paule Bonceour MartelFrançois CottonAlain BonaféStéphane ChanaletFrançoise HugonFabrice BonnevilleChristophe CognardFrançois CholletPierre PayouxThierry VoisinJulien DelrieuSophie PeifferAnne HitzelMichèle AllardMichel ZancaJacques MonteilJacques DarcourtLaurent MolinierHélène DerumeauxNadège CostaBertrand PerretClaire VinelSylvie Caspar-BauguilPascale Olivier-AbbalNicola Coley
• Organismes : Institut Hospitalier Universitaire HealthAge Università degli Studi di Milano = University of Milan Institut Hospitalier Universitaire HealthAge Institut Hospitalier Universitaire HealthAge Institut Hospitalier Universitaire HealthAge Equipe AGING (CERPOP) Göteborgs Universitet = University of Gothenburg Sahlgrenska University Hospital [Gothenburg] Institut Hospitalier Universitaire HealthAge Equipe AGING (CERPOP) Institut Hospitalier Universitaire HealthAge Institut Hospitalier Universitaire HealthAge Equipe AGING (CERPOP) Institut Hospitalier Universitaire HealthAge Institut Hospitalier Universitaire HealthAge Institut Hospitalier Universitaire HealthAge Equipe AGING (CERPOP) Pôle Gériatrie [CHU Toulouse] Equipe AGING (CERPOP) Pôle Gériatrie [CHU Toulouse] Service Epidémiologie clinique et santé publique [CHU Toulouse] Equipe AGING (CERPOP) Ligue pour la protection des oiseaux (Franche-Comté) Institut Hospitalier Universitaire HealthAge Université Paris-Saclay CEA- Saclay Centre National de la Recherche Scientifique Service NEUROSPIN Building large instruments for neuroimaging: from population imaging to ultra-high magnetic fields NeuroSpin/GAIA (Brain Imaging and Data Science Lab) Service de Médecine Nucléaire - Pierre-Paul Riquet [CHU Toulouse] Communauté d'universités et établissements de Toulouse Toulouse NeuroImaging Center Institut Hospitalier Universitaire HealthAge Service Epidémiologie clinique et santé publique [CHU Toulouse] Equipe AGING (CERPOP)
• Publié dans Journals of Gerontology Series A: Biological Sciences and Medical Sciences le 01/01/2003

---

Résumé : Background This study aims to assess the evolution of cognitive performances over a 5-year follow-up period in community-dwelling older people with negative plasma p-tau181 levels and to determine whether frailty could discriminate between those who experience cognitive decline and those who do not, in the p-tau negative groups. Methods This is a 5-year analysis of the Multidomain Alzheimer Prevention Trial (MAPT) testing cognitive evolution among 503 community-dwelling individuals with available data on plasma p-tau181. Negative p-tau status was assigned according to 3 different cut-offs: amyloid-PET positivity (9.6 pg/mL), highest tertile for baseline p-tau181 distribution (10.9 pg/mL), and Alzheimer’s disease diagnosis prediction (12.4 pg/mL) cut-offs. Cognition was measured using a validated composite cognitive score derived from the Z-scores of 4 cognitive tests. Longitudinal changes from baseline in the composite cognitive score according to plasma p-tau181 status were compared using linear mixed models. Results In a population with an end-of-study median age of 79 years (interquartile range: 76–82), whatever the cut-off, the overall group with negative p-tau181 status did not develop cognitive decline over the follow-up. Among the p-tau181 negative groups, individuals who declined had a higher prevalence of frailty compared to those who did not decline. Conclusions Cognitive performance in older people with negative plasma p-tau181 levels remains stable over a 5-year period. This may suggest that older age alone, in the absence of positive biomarkers for brain pathology (or frailty), is not associated with cognitive decline. Frailty may increase vulnerability to the neuropathological burden associated with Alzheimer’s disease.

---

Source

---

• Type de publi. : Pré-publication, Document de travail
• Date de publi. : 09/07/2025
• Auteurs : Aram HayrapetyanVladimir MakarenkoArmen TumasyanWolfgang AdamJanik Walter AndrejkovicLisa BenatoThomas BergauerKonstantinos DamanakisMarko DragicevicCristina GiordanoPriya Sajid HussainManfred JeitlerNatascha KrammerAng LiDietrich LikoIvan MikulecJochen SchieckRobert SchöfbeckDennis SchwarzMaryam ShooshtariMangesh SonawaneWolfgang WaltenbergerClaudia-Elisabeth WulzTahys JanssenHyejin KwonThomas van LaerPierre van MechelenJas BierkensNordin BreugelmansJorgen d'HondtSoumya DansanaAlexandre de MoorMartin DelcourtFelix HeyenYanwen HongPavlo KashkoSteven LowetteInna MakarenkoDenise MüllerJuhee SongStefaan TavernierMichael TytgatGerrit Patrick van OnsemSenne van PutteDavid VanneromBugra BilinBarbara ClerbauxAloke Kumar DasIsabelle de BruynGilles de LentdeckerHugues EvardLaurent FavartParaskevas GianneiosAli KhalilzadehFakhri Alam KhanAndrea MalaraMuhammad Aamir ShahzadLaurent ThomasMax Vanden BemdenCatherine Vander VeldePascal VanlaerFengwangdong ZhangMaarten de CoenDidar DoburGul GokbulutJoscha KnolleLuka LambrechtDavid MarckxKirill SkovpenNiels van den BosscheJan van der LindenJules VandenbroeckLiam WezenbeekSamuel BeinAnna BeneckeAgni BethaniGiacomo BrunoAlessandra CappatiJerome de Favereau de JeneretChristophe DelaereAndrea GiammancoAhmet Oguz GuzelVincent LemaitreJindrich LidrychPaola MastrapasquaSemra TurkcaparGilvan AlvesEduardo CoelhoCarsten HenselThales Menezes de OliveiraClemencia Mora HerreraPatricia Rebello TelesMariana SoeiroEdmilson José Tonelli ManganoteAntonio Vilela PereiraWalter Luiz Aldá JúniorMapse Barroso Ferreira FilhoHelena Brandao MalbouissonWagner CarvalhoJose ChinellatoMatheus Costa ReisEliza Melo da CostaGustavo Gil da SilveiraDilson de Jesus DamiaoSandro Fonseca de SouzaRaphael Gomes de SouzaSilas JesusTulio Laux KuhnMatheus MacedoKevin Mota AmariloLuiz MundimHelio NogimaJoao Pedro PinheiroAlberto SantoroAndre SznajderMauricio ThielFelipe Torres da Silva de AraujoCesar Augusto BernardesLuigi CalligarisThiago TomeiEduardo de Moraes GregoresBruno Lopes da CostaIsabela Maietto SilverioPedro G MercadanteSergio F NovaesBreno OrzariSandra PadulaValerie ScheurerAleksandar AleksandrovGeorgy AntchevPetar DanevRoumyana HadjiiskaPlamen IaydjievMilena MishevaMariana ShopovaGeorgi SultanovAnton DimitrovLeander LitovBorislav PavlovPeicho PetkovAnton PetrovElton ShumkaSumit KeshriDavid Nicolas Laroze NavarreteShalini ThakurWilliam BrooksTongguang ChengTahir JavaidLi YuanZhen HuZhengchen LiangJinfeng LiuXining WangGuo-Ming ChenHe-Sheng ChenMingshui ChenYe ChenQingfeng HouXiaonan HouFabio IemmiChun-Hua JiangAnshul KapoorHongbo LiaoZhenan LiuJia-Ning SongJunquan TaoChu WangJin WangHuaqiao ZhangJingzhou ZhaoAntonis AgapitosYong BanAlexandra Carvalho Antunes de OliveiraSen DengBotao GuoQianying GuoChuqiao JiangAndrew LevinCongqiao LiQiang LiYajun MaoSitian QianSi-Jin QianXuelong QinXiaohu SunDayong WangJin WangHeng YangYuzhe ZhaoChen ZhouShuai YangZhengyun YouKhawla JaffelNan LuGerry BauerBolin LiHui WangKai YiJingqing ZhangYuji LiZhen LinChenfeng LuMeng XiaoCarlos AvilaDiego Andres Barbosa TrujilloAndrés CabreraCarlos FlorezJorge FragaJose Antonio Reyes VegaCésar RendónManuel RodriguezAnderson Alexis Ruales BarbosaJosé David Ruiz AlvarezNikola GodinovicDamir LelasAna SculacMarko KovacAndro PetkovicToni SculacPedrame BargassaVuko BrigljevicBhakti Kanulal ChitrodaDinko FerencekKresimir JakovcicAndrei StarodumovTatjana SusaAlexandros AttikisKonstantinos ChristoforouAndreas HadjiagapiouChristos LeonidouCharalambos NicolaouLeonidas PaizanosFotios PtochosPanos A RazisHans RykaczewskiHalil SakaAnton StepennovMiroslav FingerMichael FingerAntonin KvetonEdy AyalaEdgar Carrera JarrinAhmed Ali AbdelalimSherif ElgammalAli Ellithi KamelMuhammad Abdullah Abdulfattah MuhammadAhmed HusseinHemida MohammedKarl EhatahtMario KadastikTorben LangeChristine NielsenJoosep PataMartti RaidalNorman SeebaLaurits TaniChristian VeelkenAnna MilievaKenneth OsterbergMikko VoutilainenNurfikri Bin NorjoharuddeenErik BrückenFrancisco Ignacio Garcia FuentesPatin InkaewKimmo Tuomas Samuli KallonenRavindra Kumar VermaTapio LampénKati Lassila-PeriniSami LehtiTomas LindénNestor Raul Mancilla XintoMikael MyllymäkiMilla-Maarit RantanenSanteri SaariokariJorma TuominiemiHenning KirschenmannPanja-Riina LuukkaHenri PetrowMarc BesanconFabrice CoudercMarc DejardinDaniel DenegriPaul DevougeJean-Louis FaureFederico FerriSerguei GanjourPhilippe GrasGautier Hamel de MonchenaultMintu KumarVictor LohezicJulie MalclesFrancesco OrlandiLouis PortalesSamuele RonchiMehmet Özgür SahinAurore Savoy-NavarroPolina SimkinaMaksym TitovMarta TornagoFlorian BeaudetteGiacomo BoldriniPhilippe BussonClaude CharlotMarco ChiusiTheo Damien CuissetFlorian DamasOlivier DavignonAdinda de WitTrisha DebnathIsaac Telford EhleBruno Afonso Fontana Santos AlvesShamik GhoshAndrew GilbertRaphael Granier de CassagnacLida KalipolitiGeliang LiuMartina ManoniMatthew NguyenStepan ObraztsovChristophe OchandoRoberto SalernoJean-Baptiste SauvanYves SiroisGamze SokmenLourdes Urda GómezAlexandre ZabiAmina ZghicheJean-Laurent AgramJeremy AndreaDaniel BlochJean-Marie BromEric Christian ChabertCaroline CollardSaskia FalkeUlrich GoerlachRaphael HaeberleAnne-Catherine Le BihanMeena MeenaOceane PoncetGourab SahaMario Antoine SessiniPaul VaucelleAdriano Di FlorioDavid AmramStephanie BeauceronBenjamin BlanconGaelle BoudoulNicolas ChanonDidier ContardoPierre DepasseCandan DozenHoumani El MamouniJean FaySusan GasconMaxime GouzevitchChristopher GreenbergGérald GrenierBernard IlleElise Jourd'HuyImad Baptiste LaktinehMorgan LethuillierBenjamin MassoteauLaurent MirabitoStephane PerriesArnab PurohitMuriel Vander DoncktJie XiaoIrakli LomidzeTengizi ToriashviliZviad TsamalaidzeValeria BottaSandra Consuegra RodríguezLutz FeldKatja KleinMartin LipinskiDanilo MeuserPhilipp NattlandVanessa OppenländerAlexander PaulsDanyer Pérez AdánNicolas RöwertMarius TeroerdeCaio DaumannSvenja DiekmannAlena DodonovaNiclas EichDmitry EliseevFrederic EngelkeJohannes ErdmannMartin ErdmannBenjamin FischerThomas HebbekerKerstin HoepfnerFrancesco IvoneAlexander JungNitish KumarMing-Yan LeeFlorian MausolfMarkus MerschmeyerArnd MeyerFabian NowotnyAndrey PozdnyakovWahid RedjebHans ReithlerUttiya SarkarValentina SarkisoviAlexander SchmidtChinmay SethArchana SharmaJan Lukas SpahShawn ZaleskiChristian DziwokGünter FlüggeNina HoeflichThomas KressAndreas NowackOliver PoothAchim StahlTim ZiemonsAlexander ZotzHenriette Aarup PetersenMaria Aldaya MartinJuliette AlimenaSimone AmorosoYing AnJorn BachSamuel BaxterMaryam BayatmakouHugo Becerril GonzalezOlaf BehnkeAlberto BelvedereFreya BlekmanKerstin BorrasAlan CampbellSuman ChatterjeeLucia Ximena Coll SaraviaGuenter EckerlinDoris EcksteinElisabetta GalloAchim GeiserValentina GuglielmiMoritz GuthoffAndreas HinzmannLaurids JeppeMatthias KasemannClaus KleinwortRoman KoglerMatthias KommDirk KrückerWolfgang LangeDaina Leyva PerniaKaterina LipkaWolfgang LohmannFlorian LorkowskiRainer MankelIsabell-Alissandra Melzer-PellmannMikel Mendizabal MorentinAndreas Bernhard MeyerGabriele MilellaKeila Moral FigueroaAndreas MussgillerLakshmi Priya NairJeremi NiedzielaAndreas NürnbergJiwon ParkEvan RankenAlexei RasperezaDaniil RastorguevLovisa RygaardMoritz SchamSimon SchnakePaul SchützeChristian SchwanenbergerDaria SelivanovaKonstantin SharkoMykyta ShchedrolosievDominic StaffordFederico VazzolerAna Ventura BarrosoRoberval WalshDi WangQun WangKatarzyna WichmannLucas WiensChristoph WissingYewon YangStepan ZakharovAndré Zimermmane Castro SantosAnna AlbrechtMassimiliano AntonelloSven BollwegMatteo BonanomiKarim El MorabitYannick FischerMathis FrahmErika GaruttiAlexander GrohsjeanJohannes HallerDaniel HundhausenHenrik Ronald JabuschGregor KasieczkaPhilip KeicherRobert KlannerWilliam KorcariTobias KramerChin-Chia KuoViktor KutznerFinn LabeJohannes LangeArtur LobanovLouis MoureauxMalte MrowietzAliya NigamovaKonstantinos NikolopoulosYuval NissanAlexander PaaschKarla Josefina Pena RodriguezNathan ProuvostTobias QuadfaselBianca RacitiMarcel RiegerDaniel SavoiuJörg SchindlerPeter SchleperMatthias SchröderJoern SchwandtManuel SommerhalderHartmut StadieGeorg SteinbrückAlexandra TewsRobert WardBogdan WiederspanMoritz WolfSebastian BrommerErik ButzYi-Mu ChenThorsten ChwalekAlexander DierlammGizem Gul DincerUmut ElicabukNils FaltermannManuel GiffelsArtur GottmannFrank HartmannRobin HofsaessMaximilian HorzelaUlrich HusemannJan KieselerMarkus KluteOlha LavorykJay Mathew LawhornMarco LinkAdelina LintuluotoStefan MaierMichele MormileThomas MüllerMax NeukumMinseok OhEmanuel PfefferMatteo PresillaGunter QuastKlaus RabbertzBrendan RegneryRalf SchmiederNikita ShadskiyIvan ShvetsovHans-Jürgen SimonisLars SowaLea StockmeierKomal TauqeerMaria TomsBogdan TopkoNicolò TrevisaniCedric VerstegeTim VoigtländerRalf Florian von CubeJost von den DrieschMichael WassmerFlorian WittigRoger WolfWolfram Dietrich ZeunerXunwu ZuoGeorgios AnagnostouGeorgios DaskalakisAristotelis KyriakisAlkiviadis PapadopoulosAnna StakiaGeorgios MelachroinosZacharias PainesisIoannis ParaskevasNiki SaoulidouKonstantinos TheofilatosEirini TziaferiKonstantinos VellidisIlias ZisopoulosTheodoros ChatzistavrouGeorgia KarapostoliKonstantinos KousourisEirini SiamarkouGeorgios TsipolitisIoannis BestintzanosIoannis EvangelouCostas FoudasChristos KamtsikisPanagiotis KatsoulisPanagiotis KokkasPolidamas Georgios Kosmoglou KioseoglouNikolaos ManthosIoannis PapadopoulosJohn StrologasDmitry DruzhkinCsaba HajduDezso HorvathKrisztina MártonAttila József RádlFerenc SiklerViktor VeszpremiMate CsanadKrisztián FarkasAnna FehérkutiMahmod Moussa Abdelkhalek GadallahÁrmin KadlecsikGabriella PasztorGabor Istvan VeresBalazs UjvariGyula ZiliziGyorgy BenczeSandor CzellarJozsef MolnarZoltan SzillasiTamas Ferenc CsorgoFrigyes NemesTamas NovakIstvan SzanyiSunil BansalSuman Bala BeriVipin BhatnagarGeetanjali ChaudharySushil ChauhanNitish DhingraAmandeep KaurAnureet KaurHarjot KaurManjit KaurSunil KumarTanvi SheokandJasbir SinghAayushi SinglaAshutosh BhardwajArjun ChhetriBrajesh C ChoudharyAshok KumarArun KumarMohammad NaimuddinKirti RanjanMahesh Kumar SainiSaumya PhorSwagata MukherjeeSweta BaradiaSatyaki BhattacharyaSuman das GuptaShubham DuttaSuchandra DuttaSubir SarkarMohammad Mobassir AmeenPrafulla Kumar BeheraSayan ChatterjeeGanapati DashAryaa DattamunsiPranati JanaPritam KalbhorSamadhan KambleJyothsna Rani KomaragiriTribeni MishraPrabhat Ranjan PujahariNihar Ranjan SahaAnup Kumar SikdarRohit Kumar SinghPranjal VermaSadhana VermaAnusree VijayBharat Kumar SirasvaLokesh BhattShashikant DugadGagan Bihari MohantyMukund ShelakePruthvi SuryadevaraAnirban BalaSudeshna BanerjeeSoumyadip BarmanRajdeep Mohan ChatterjeeMonoranjan GuchaitShilpi JainAtul JaiswalBhargav Madhusudan JoshiSanjeev KumarManas MaityGobinda MajumderKajari MazumdarShubhi ParoliaAravind ThachayathSeema BahinipatiDipak MaityProlay MalKousik NaskarAruna NayakSamarendra NayakKuldeep PalRishabh RaturiPriyanka SadangiSanjay Kumar SwainSanu VargheseDiwakar VatsShriniketan AcharyaAlpana AlpanaSourabh DubeBhawna GomberPrachurjya HazarikaBhumika KansalArnab LahaBisnupriya SahuRiya SharmaSeema SharmaKumar Yash VaishSaranya GhoshHamed BakhshiansohiAbideh JafariMaryam ZeinaliSima BashiriShirin ChenaraniSeyed Mohsen EtesamiYasaman HosseiniMohsen KhakzadElham KhazaieMojtaba Mohammadi NajafabadiSeddigheh TizchangMarta FelciniMartin GrunewaldMarcello AbbresciaMichele BarbieriMarco BuonsanteAnna ColaleoDonato CreanzaBrunella d'AnziNicola de FilippisMauro de PalmaWalaa ElmetenaweeNicola FerraraLuigi FioreLuigi LongoMagdy LoukaGiorgio MaggiMarcello MaggiIlirjan MargjekaVincenzo MastrapasquaSalvatore MySalvatore NuzzoAntonello PellecchiaAlexis PompiliGabriella PuglieseRaffaella RadognaDayron RamosAntonio RanieriLucia SilvestrisFederica Maria SimoneÜmit SözbilirAnna StamerraDonato TroianoRosamaria VendittiPiet VerwilligenAngela ZazaGiovanni AbbiendiCarlo BattilanaDaniele BonacorsiPaolo CapiluppiAndrea CastroFrancesca Romana CavalloMarco CuffianiTommaso DiotaleviFabrizio FabbriAlessandra FanfaniDaniele FasanellaPaolo GiacomelliLuca GiommiClaudio GrandiLuigi GuiducciSergio Lo MeoMarco LorussoLeonardo LunertiStefano MarcelliniGianni MasettiFrancesco NavarriaGiulia PaggiAndrea PerrottaFederica PrimaveraAntonio 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 BiancoSabino MeolaDavide PiccoloMiguel Alves Gallo PereiraFabrizio FerroEnrico RobuttiSilvano TosiAndrea BenagliaFrancesco BrivioFlavia CetorelliFederico de GuioMauro Emanuele DinardoPaolo DiniSimone GennaiRaffaele GerosaAlessio GhezziPietro GovoniLuca GuzziGiulia LavizzariMarco Toliman LucchiniMartina MalbertiSandra MalvezziAndrea MassironiDario MenasceLuigi MoroniMarco PaganoniSimona PalluottoDaniele PedriniAurora PeregoBianca Sofia PinoliniGiorgio PizzatiStefano RagazziTommaso Tabarelli de FatisSalvatore BuontempoAntimo CagnottaFrancesco CarnevaliCarlo Di FraiaFrancesco FabozziLeonardo FavillaAlberto Orso Maria IorioLuca ListaPierluigi PaolucciBiagio RossiRocco ArdinoPatrizia AzziNicola BacchettaPierluigi BortignonGabriele BortolatoAndrea Claudio Maria BullaRoberto CarlinPaolo ChecchiaTommaso DorigoFabrizio GaspariniSabrina GiorgettiEnrico LusianiMartino MargoniAnna Teresa MeneguzzoFabio MontecassianoJacopo PazziniPaolo RoncheseRoberto RossinFranco SimonettoMia TosiAndrea TriossiSandro VenturaMarco ZanettiPierluigi ZottoAlberto ZucchettaGianni ZumerleAlessandro BraghieriSimone CalzaferriDavide FiorinaPaolo MontagnaMario PelliccioniValerio ReCristina RiccardiPaola SalviniIlaria VaiPaolo VituloSehar AjmalMaria Elena AsciotiGian Mario BileiCostanza CarrivaleDiego CiangottiniLuca Della PennaLivio FanòValentina MarianiMauro MenichelliFrancesco MoscatelliAlessandro RossiAttilio SantocchiaDaniele SpigaTommaso TedeschiChiara AimèCristina Andreea AlexePatrick AsenovPaolo AzzurriGiuseppe BagliesiRajarshi BhattacharyaLorenzo BianchiniTommaso BoccaliEdoardo BossiniDavide BruschiniRino CastaldiFilippo CattafestaMaria Agnese CiocciMarco CiprianiValeria d'AmanteRoberto Dell'OrsoSilvio DonatoRuben FortiAlessandro GiassiFranco LigabueAndrea Carlo MariniDiego Matos FigueiredoAlberto MessineoSaswat MishraVinaya Krishnan Muraleedharan Nair BindhuMarco MusichSaswati NandanFabrizio PallaMarco RiggirelloAndrea RizziGigi RolandiSuvankar Roy ChowdhuryTanmay SarkarAngelo ScribanoPaolo SpagnoloFrancesco TenchiniRoberto TenchiniGuido TonelliNicola TuriniFrancesco VaselliAndrea VenturiPiero Giorgio VerdiniPetra AkrapChiara BasileFrancesca CavallariLeticia Cunqueiro MendezFederica de RiggiDaniele del ReEmanuele Di MarcoMarcella DiemozFilippo ErricoLorenzo FrosinaRuben GargiuloBharadwaj HarikrishnanFederico LombardiEgidio LongoLaura MartikainenJelena MijuskovicGiovanni OrgantiniNoemi PalmeriRiccardo ParamattiClaudio QuarantaShahram RahatlouChiara RovelliFrancesco SantanastasioLivia SoffiVangelis VladimirovNicola AmapaneRoberta ArcidiaconoStefano ArgiroMichele ArneodoNazar BartosikRiccardo BellanCristina BiinoCecilia BorcaNicolo CartigliaMarco CostaRoberto CovarelliNatale DemariaMarco FerreroLinda FincoMichael GrippoBilal KianiLeonardo LanteriFederica LeggerFabio LuongoChiara MariottiLazar MarkovicSilvia MaselliAlberto MeccaLuca MenzioPaolo MeridianiErnesto MiglioreMarco MontenoMaria Margherita ObertinoGiacomo OrtonaLuca PacherNadia PastroneMarta RuspaFederico SivieroValentina SolaAda SolanoCristiano TarriconeDaniele TrocinoGiulio UmoretEvgueni VlasovRobert WhiteJyoti BabbarStefano BelforteVieri CandeliseMassimo CasarsaFabio CossuttiKsenia de LeoGiuseppe Della RiccaRaffaele Delli GattiSunil DograJieun HongJiwoong KimTaiwoo KimDongyub LeeHakseong LeeJunghyun LeeSeh Wook LeeChang-Seong MoonYoung Do OhSezen SekmenBongho TaeYu Chul YangMin Suk KimGyeonghwan BakPiljun GwakHyunchul KimDong Ho MoonEce AsilarJieun ChoiDonghyun KimTae Jeong KimJeremie Alexandre MerlinYeonsu RyouSeyoung HanByung-Sik HongKisoo LeeKyong Sei LeeSoohwan LeeJaehyeok YooJunghwan GohJongwon ShinSeungjin YangYechan KangHyunsoo KimYongsun KimSeungjun LeeJohn AlmondJi Hwan BhyunJunho ChoiJin ChoiWon JunJunho KimYeonjoon KimYoung Wan KimSanghyun KoHaneol LeeJoonbin LeeJeongeun LeeByung Hun OhSung Bin OhHyonsan SeoJihoon ShinUnki YangInseok YoonWoojin Jangda Young KangSeulgi KimByeonghak KoJason Sang Hun LeeYunjae LeeInkyu ParkYoun RohIan WatsonGuk ChoSeungkyu HaKyuyeong HwangBobae KimSungwon KimKyeongpil LeeHwi Dong YooMinuk ChoiMi Ran KimYounghoon LeeIntae YuTaha BeyrouthyYousef GharbiaFawaz AlazemiKarlis DreimanisOjars Martins EberlinsAntra GaileConrado Munoz DiazDace OsiteGuntis PikursRobert PleseAndris PotrebkoMarkus SeidelDimitrios Sidiropoulos KontosNormunds Ralfs StrautnieksMarijus AmbrozasAndrius JuodagalvisAurelijus RinkeviciusGintautas TamulaitisImran YusuffZukhaimira ZolkapliJose F BenitezAlfredo Castaneda HernandezAntonio Cota RodriguezLuis Enrique Cuevas PicosHedwin Aaron Encinas AcostaLuis Gabriel Gallegos MaríñezMoisés León CoelloJavier Alberto Murillo QuijadaAshish SehrawatLizardo 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 BubanjaNatasa RaicevicPhilip H ButlerAshfaq AhmadMuhammad Irfan AsgharAli AwaisMuhammad Imran Malik AwanWajid Ali KhanValentina AvatiAndrea BelloraLaurent ForthommeLeszek GrzankaMaciej MalawskiKrzysztof PiotrzkowskiMichal BlujMaciej GórskiMalgorzata KazanaMichal SzleperPiotr ZalewskiKarol BunkowskiKrzysztof DorobaArtur KalinowskiMarcin KoneckiJan KrolikowskiAlibordi MuhammadPiotr FokowKrzysztof PozniakWojciech ZabolotnyMariana AraujoDiogo BastosCristóvão Beirão da Cruz E SilvaAlessio BolettiMarco BozzoTiziano CamporesiGiacomo da MolinPietro FaccioliMichele GallinaroJonathan HollarNuno LeonardoGiovanni Battista MarozzoAchille PetrilliMatteo PisanoJoao SeixasJoao VarelaJohan Wilfried WulffPetar AdzicPredrag MilenovicDamir DevetakMilos DordevicJovan MilosevicLaslo NadderdVladimir RekovicMilan StojanovicJuan 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 FouzOscar Gonzalez LopezSilvia Goy LopezJose M HernandezMaria Isabel JosaJavier Llorente MerinoCristina Martin PerezElvira Martin ViscasillasDermot MoranCecilia Maria Morcillo PerezCarlos Perez DengraAntonio María Pérez-Calero YzquierdoJesus Puerta PelayoIgnacio RedondoJulia Vazquez EscobarJorge F de TrocónizBarbara Alvarez GonzalezAndrea CardiniJavier CuevasJavier del Riego BadasJavier Fernandez MenendezSantiago FolguerasIsidro Gonzalez CaballeroPelayo LeguinaMiguel Obeso MenendezEnrique Palencia CortezonJavier Prado PicoAlejandro Soto RodríguezAndrea TrapoteCarlos Vico VillalbaPietro VischiaSergio Blanco FernándezIban Jose CabrilloAlicia CalderonJordi Duarte CampderrosMarcos FernandezGervasio GomezClara Lasaosa GarcíaRuben Lopez RuizCelso Martinez RiveroPablo Martinez Ruiz del ArbolFrancisco MatorrasPablo Matorras CuevasEfren Navarrete RamosJonatan Piedra GomezCristian Quintana San EmeterioLuca ScodellaroIvan VilaRocio Vilar CortabitarteJesus Manuel Vizan GarciaBalashangar KailasapathyDeshitha Chamikara Wickramarathna DhammageWelathantri G.D DharmaratnaKalpanie LiyanageNimantha PereraDuccio AbbaneoChiara AmendolaEtiennette AuffrayJoachim BaechlerDavid BarneyMichele BiancoAndrea BocciLisa BorgonoviCristina BottaAlberto BragagnoloChristopher Edward BrownCécile CaillolGianluca CerminaraPatrick ConnorDavid d'EnterriaAnne DabrowskiAndre David Tinoco MendesAlbert de RoeckMatteo Maria DefranchisMario DeileMarc DobsonWolfgang FunkAndrea GaddiSimone GianiDominique GigiKarl GillFrank GlegeMaciej GlowackiAndreas GruberJeroen HegemanJaana Kristiina HeikkiläBenjamin HuberVincenzo InnocenteThomas JamesPatrick JanotJekaterina JaroslavcevaOliwia KaluzinskaOlena KarachebanGeorge KarathanasisSanteri LaurilaPaul LecoqElias LeutgebCarlos LourencoMatteo MagheriniLuca MalgeriMarcello MannelliMark MatthewmanAnkita MehtaFrans MeijersStefano MersiEmilio MeschiMatteo MiglioriniVukasin MilosevicFabio MontiFilip MoortgatMartijn MuldersIzaak NeutelingsStyliani OrfanelliFelice PantaleoMichelangelo PariGiovanni PetruccianiAndreas PfeifferMaurizio PieriniMichael PittHuilin QuDinyar RabadyBeatriz Ribeiro LopesFederica RitiPedro RosadoMarco RovereHannes SakulinRiccardo SalvaticoSergio Sanchez CruzSimone ScarfiChristoph SchwickMichele SelvaggiArchana SharmaKsenia ShchelinaPedro SilvaParaskevas SphicasAndre Govinda Stahl LeitonArnaud SteenSioni SummersDaniel TreillePaola TropeaElena VernazzaJoanna WanczykJing WangSebastian WuchterlMateusz ZaruckiPhilipp ZehetnerPetr ZejdlGiovanni Zevi Della PortaTiziano BevilacquaLea CaminadaWolfram ErdmannRoland HorisbergerQuentin IngramHans-Christian KaestliDanek KotlinskiClemens LangeMarino MissiroliLars NoehteTilman RoheAmrutha SamalanThea Klaeboe AarrestadMalte BackhausGiorgia BonomelliCesare CazzanigaKaustuv DattaPaul de Bryas Dexmiers d'ArchiacchiacAnnapaola de CosaGünther DissertoriMichael DittmarMauro DonegàFlorian EbleMassimiliano GalliKrunal GediaFranz GlessgenChristoph GrabNico HärringerThierry Guillaume HarteWerner LustermannAnne-Mazarine LyonMatteo MalucchiRiccardo Andrea ManzoniMatteo MarchegianiLuigi MarcheseAnna MascellaniFrancesca Nessi-TedaldiFelicitas PaussVasilije PerovicSimone PigazziniBranislav RisticRoberto SeiditaJan SteggemannAlessandro TarabiniDavide ValsecchiRainer WallnyClaude AmslerPascal BärtschiMaria Florencia CanelliGiovanni CelottoKyle CormierMarc HuwilerWeijie JinArash JofreheiBenjamin KilminsterStefanos LeontsinisSascha Pascal LiechtiAnna MacchioloFanqiang MengJona MottaArne ReimersPeter RobmannMatias SengerEslam ShokrFabian StägerRaffaella TramontanoDebabrata BhowmikChia-Ming KuoPrasant Kumar RoutSaba TajPraveen Chandra TiwariLudivine CeardKai-Feng ChenZheng-Gang ChenAgostino de IorioGeorge Wei-Shu HouTing-Hsiang HsuYu-Wei KaoSaikat KarmakarGouranga KoleYou-Ying LiRong-Shyang LuEfstathios PaganisXing-Fu SuJoshuha Thomas-WilskerLian-Sheng TsaiDimitra TsionouHsin-Yeh WuEfe YazganChayanit AsawatangtrakuldeeNorraphat SrimanobhasYasser MaghrbiDoruk AgyelFatma BoranFurkan DolekIsa DumanogluYalcin GulerEmine Gurpinar GulerCandan IsikOzgun KaraAysel Kayis TopaksuYildiray KomurcuGulsen OnengutKadri OzdemirBayram TaliUfuk Guney TokEbru UslanIbrahim Soner ZorbakirMetin YalvacBora AkgunIsmail Okan AtakisiErhan GulmezMithat KayaOzlem KayaMehmet Alp SarkislaSevgi TektenAltan CakirKerem CankocakSercan SenOrhan AydilekBurak HacisahinogluIlknur HosBerkan KaynakSuat OzkorucukluOnur PotokHale SertCagdas SimsekCaglar ZorbilmezSalim CerciBora IsildakDeniz Sunar CerciTaylan YetkinAndriy BoyaryntsevOlena DadazhanovaBoris GrynyovLeonid LevchukJames John BrookeAaron BundockFlorian Joel J BuryEmyr ClementDavid CussansHenning FlacherJoel GoldsteinHelen F HeathMei-Li HolmbergLukasz KreczkoSudarshan ParamesvaranLiam RobertshawJeronimo SegalVincent J SmithAustin BallKen W BellAlexander BelyaevChristopher BrewRobert M BrownDavid J.A CockerillCharlotte CookeAlison 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 CollingJulia Suzana DancuIndranil DasPaul DaunceyGavin DaviesMichel Della NegraSimon FayerGiacomo FediGeoffrey HallHafeez R HooraniAlexander HowardGregory IlesCharlotte Rose KnightPaul KrueperJonathon LangfordKai Hong LawJaime León HolgadoLouis LyonsAnne-Marie MagnanBenedikt MaierStavros MalliosAndreas MastronikolisMikael MieskolainenJordan NashMark PesaresiPrijith Babu PradeepBenjamin Charles Radburn-SmithAlexander RichardsAndrew RoseLucas RussellKlitos SavvaChristopher SeezRaghunandan ShuklaAlexander TapperKirika UchidaGeorge Peter UttleyTejinder VirdeeMilos VojinovicNicholas WardleDaniel WinterbottomJoanne ColeAkram KhanPaul KyberdIvan ReidSalavat AbdullinAndrew BrinkerhoffEvan CollinsMohamed Rashad DarwishJay DittmannKenichi HatakeyamaVinay HegdeJoshua HiltbrandBrooks McmasterJonathan SamudioSiddhesh SawantChosila SutantawibulJonathan WilsonRachel BartekAaron DominguezShivam RajAli Eren SimsekShin-Shan YuBhim BamSubash Chandra BeheraAxel Buchot PerraguinRuchi ChudasamaSeth CooperColin CrovellaGuillermo FidalgoSergei V GleyzerAleko KhukhunaishviliKonstantin MatchevEmma PearsonCilicia Uzziel PerezPaolo RumerioEmanuele UsaiRuole YiGianfranco de CastroZeynep DemiragliCarlos EriceCaleb FangmeierCelia Fernandez MadrazoElisa FontanesiJonathan FulcherFrank GolfSihyun JeonJoshua O'CainIan ReedJames RohlfKaitlin SalyerDavid SperkaDaniel SpitzbartIndara SuarezAnna TsatsosEmilee WurtzAngelo Giacomo ZecchinelliGaetano BaroneGabriele BenelliDavid CuttsSpencer EllisLoukas GouskosMary HadleyUlrich HeintzKa Wa HoJulie Managan HoganTaeun KwonGreg LandsbergKa Tung LauJingyu LuoSpandan MondalJennifer RoloffTrevor RussellSinan SagirXiaohe ShenMarko StamenkovicNikhilesh VenkatasubramanianSamantha AbbottBenjamin BartonChristopher BrainerdRichard BreedonHong CaiManuel Calderon de la Barca SanchezMaxwell ChertokMatthew CitronJohn ConwayPeter Timothy CoxRobin ErbacherOta KukralGiovanni MocellinSydney OstromWei WeiSaeahram YooKosmas AdamidisMichail BachtisDelano CamposRobert CousinsAbhisek DattaGael Flores AvilaJay HauserMikhail IgnatenkoMuhammad Ansar IqbalTyler LamYa-Feng LoElisabetta MancaAntonett Nunez del PradoDavid SaltzbergVyacheslav ValuevRobert ClareJ. William GaryGail HansonAnthony AportelaAashay AroraJames G BransonSergio CittolinStephane CoopersteinDaniel DiazJavier DuarteLeonardo GianniniYanxi GuJonathan GuiangVyacheslav KrutelyovRobert LeeJames LettsHaoyang LiMario MasciovecchioFarouk MokhtarSoumya MukherjeeMarco PieriDaniel PrimoschMelissa QuinnanVivek SharmaMatevz TadelEmmanouil VourliotisFrank WürthweinYifan XiangAvraham YagilZihan ZhaoAnders BarzdukasLiam BrennanClaudio CampagnariSebastian Carron MonteroKeegan DownhamChiara GriecoMohd Meraj HussainJoe IncandelaJaebak KimAmina Jinzi LiPhillip MastersonJeffrey RichmanSai Neha SantpurUlascan SaricaRyan SchmitzFrancesco SettiJames SheplockDavid StuartTamás Álmos VámiXuli YanDanyi ZhangAlexander AlbertSoham BhattacharyaAdolf BornheimOlmo CerriRaghav KansalJiajing MaoHarvey B NewmanGuillermo Reales GutiérrezThomas SievertMaria SpiropuluJean-Roch VlimantRaymond Andrew WynneSi XieJohn AlisonSitong AnPatrick BryantMatteo CremonesiValentina DuttaErdem Yigit ErtorerThomas FergusonTirso Alejandro Gómez EspinosaAbhirami HarilalAleesha Kallil TharayilManami KanemuraChuyuan LiuPeter MeiringTanmay MudholkarSindhu MurthyPritam PalitKyungmin ParkManfred PauliniAndrew RobertsAlejandro SanchezWesley TerrillJohn Perry CumalatWilliam T FordAndrew HartAbbas HassaniJannicke PearkesClaire SavardNicolas SchonbeckKevin StensonKeith UlmerStephen Robert WagnerNoah ZipperDavide ZuoloJames AlexanderXuan ChenDerek James CranshawJennet DickinsonJason FanXingchen FanJoseph GrassiShaun HoganPeace KotamnivesJose MonroyGavin NiendorfMichael OshiroJuliet Ritchie PattersonMichael ReidAnders RydJulia ThomPeter WittichRui ZouMichael 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 HarrisTheodor Christian HerwigJames HirschauerBodhitha JayatilakaSergo JindarianiMarvin JohnsonUmesh JoshiThomas KlijnsmaBoaz KlimaKa Hei Martin KwokStephan LammelClaire LeeDon LincolnRon LiptonTiehui LiuKaori MaeshimaDavid MasonPatricia McbridePetra MerkelStephen MrennaSteve NahnJennifer NgadiubaDaniel NoonanScarlet NorbergVaia PapadimitriouNathaniel PastikaKevin PedroCristian PenaCarlos Eugenio Perez LaraFabio RaveraAllison Reinsvold HallLuciano RistoriMurtaza SafdariElizabeth Sexton-KennedyNicholas SmithAron SohaLeonard SpiegelStoyan StoynevJames StraitLucas TaylorSlawek TkaczykNhan Viet TranLorenzo UpleggerEric Wayne VaanderingChristina WangIrene ZoiCaterina ArutaPaul AveryDimitri BourilkovPhilip ChangVladimir CherepanovRichard D FieldChanggi HuhEvan KoenigMarina KolosovaJacobo KonigsbergAndrey KorytovNicholas MenendezGuenakh MitselmakherKelci MohrmanArun Muthirakalayil MadhuNeha RawalSuzanne RosenzweigValentin SulimovYuta TakahashiJian WangTodd AdamsAli Al KadhimAndrew AskewSteffi BowerRafey HashmiRyan Sangwoo KimSuho KimTed KolbergGerman MartinezHarrison ProsperPurbita Rahman ProvaMeutia WulansatitiRachel YohayBandar AlsufyaniStephen ButallaSouvik DasMarcus HohlmannMerrick LavinskyErick YanesMark Raymond AdamsNicholas BarnettAustin BatyClayton BennettRichard CavanaughRicardo Escobar FrancoOlga EvdokimovCecilia Elena GerberHarshul GuptaMichelle HawksworthAbhishek HingrajiyaDavid Jonathan HofmanJong-Ho LeeDener de Souza LemosCorrinne MillsShirsendu NandaGrigory NigmatkulovBeren OzekToan PhanDragana PilipovicRaghunath PradhanEnea PriftiPayal RoyTitas RoyNavjit SinghMarguerite TonjesNikos VarelasMohammad Abrar WadudJieun YooMohammad AlhusseiniDylan BlendKamuran DilsizGurkan KaramanOhannes Kamer KöseyanAlexi MestvirishviliOrgho NeogiHasan OgulYasar OnelAldo PenzoChristina SnyderEmrah TirasBarry BlumenfeldJeffrey DavisAndrei GritsanLucas KangPetar MaksimovicMatej RoguljicJeffrey RoskesSanjana SekharMohit Vir SrivastavMorris SwartzAndrés AbreuLuis Fernando Alcerro AlcerroJustin AnguianoSaray Arteaga EscatelPhilip BaringerAlice BeanZachary FlowersDerek GroveJack KingGeorgios KrintirasMargaret LazarovitsCole Le MahieuJuan MarquezMichael MurrayMatthew NickelSorina PopescuChristopher RoganChristophe RoyonSahithi RudrabhatlaStephen SandersCaleb SmithGraham WilsonBraden AllmondGujju Gurunadha ReddyNaila IslamAndrew IvanovKetino KaadzeYurii MaravinJames NatoliDennis RoyGiulia SorrentinoDrew BadenAlberto BelloniJoshua Bistany-RiebmanSarah Catherine EnoNicholas John HadleyShabnam JabeenRichard G KelloggTimothy KoethBraden KronheimSamuel LascioPéter MajorAlice MignereyChristopher PalmerChristos PapageorgakisMekhala Mahesh ParanjpeElena PopovaAlexey ShevelevLong WangLicheng ZhangCristian Baldenegro BarreraJoshua BendavidSamuel Bright-ThonneyIvan Amos CaliPin-Chun ChouMariarosaria d'AlfonsoJan EysermansChad FreerGuillelmo Gomez CeballosMaxim GoncharovGaia GrossoPhilip HarrisDuc HoangGian Michele InnocentiDmytro KovalskyiJeffrey KrupaLuca LavezzoYen-Jie LeeKenneth LongChristopher McginnAndrzej NovakMary Isabelle ParkChristoph PausChristina ReisselChristof RolandGunther RolandSimon RothmanGeorge StephansDavid WalterZhangqier WangBolek WyslouchTianyu YangBryan CrossmanWilliam James JacksonCharles KapsiakMichael KrohnDevin MahonJeremy MansBadder MarzocchiMichael ReveringRoger RusackOnuray SancarRohith SaradhyNadja StrobbeKenneth BloomDaniel R ClaesGrace HazaJahid HossainChangwoo JooIlya KravchenkoAman RohillaJoaquin Emilo SiadoWilliam TabbAntonio VagneriniAndrew WightmanFurong YanDavid YuHirak BandyopadhyayLauren HayHsin-Wei HsiaIa IashviliAlexis KalogeropoulosAvto KharchilavaAritra MandalMargaret MorrisDuong NguyenSalvatore RappoccioHaifa Rejeb SfarAc WilliamsPeter YoungGeorge AlversonEmanuela BarberisJohan BonillaBen BylsmaMattia CampanaJohn DervanYacine HaddadYixiao HanIsrar IsrarAmrutha KrishnaJingyan LiMeng LuNicholas ManganelliRyan MccarthyDavid Michael MorseToyoko OrimotoAshley ParkerLouise SkinnariCort Stewart ThoresonEmily TsaiDarien WoodSusan DittmerKristian Allan HahnYihan LiuMichael McginnisYulun MiaoDavid Gabriel MonkMichael Henry SchmittAngela TaliercioMayda VelascoJinglu WangGarvita AgarwalReyer BandRachael BucciSergi CastellsAbhishek DasReza GoldouzianMichael HildrethKenyi Hurtado AnampaTodor IvanovColin JessopAnton KarneyeuKevin LannonJohn LawrenceNikitas LoukasDylan LuttonJoseph MarianoNancy MarinelliIan McalisterThomas MccauleyChristopher McgradyConnor MooreYuri MusienkoHannah NelsonMarc OshersonAndrea PiccinelliRandy RuchtiAustin TownsendYuyi WanMitchell WayneHenry YockeyLara ZygalaAashwin BasnetMichael CarriganRyan de los SantosLloyd Stanley DurkinChristopher HillMatthew JoyceMartha Nunez OrnelasKai WeiDerek Albert WenzlBrian L WinerBrent YatesHichem BouchamaouiKathryn ColdhamPallabi DasGage DezoortPeter ElmerAndre FrankenthalBennett GreenbergNicholas HaubrichKiley KennedyGillian KoppStephanie KwanYihui LaiDavid LangeAndrew LoeligerDaniel MarlowIsabel OjalvoJames OlsenFarrah SimpsonDavid SticklandChristopher TullySudhir MalikRicha SharmaAmandeep Singh BakshiSoumik ChandraRidhi ChawlaAn GuLaszlo GutayMatthew JonesAndreas Werner JungDmitry KondratyevMiaoyuan LiuGiulia NegroNorbert NeumeisterGaryfallia PaspalakiStefan PiperovJan-Frederik SchulteFuqiang WangAndrew WildridgeWei XieYao YaoYibo ZhongJames DolenNeeti ParasharAtanu PathakDarin AcostaAman AgrawalTaylor CarnahanKarl Matthew EcklundPedro José Fernández MantecaSarah FreedParker GardnerFrank J.M GeurtsTao HuangIason KrommydasNicole LewisWei LiJiazhao LinOsvaldo Miguel ColinBrian Paul PadleyRadia RedjimiJohn RotterEfe YigitbasiYousen ZhangOlga Bessidskaia BylundArie BodekPawel de BarbaroRegina DeminaJoseph Lynn DulembaAran Garcia-BellidoHonor Suzanne HareOtto HindrichsNukulsinh ParmarPavel ParyginRhys TausBrandon ChiaritoJohn Paul ChouSteven Vincent ClarkDivya GadkariYuri GershteinEva HalkiadakisMaximilian Perez PradaConnor HoughtonDavid JaroslawskiSotiroulla KonstantinouIan LaflotteAmitabh LathJordan MartinsBenjamin RandJoseph ReichertPrafulla SahaSevil SalurSteve SchnetzerSunil SomalwarRobert StoneSteffie Ann ThayilScott ThomasJay VoraDaniel AllyAndrés G DelannoySara FiorendiJesse HarrisSamuel HigginbothamTova HolmesAnkush Reddy KanugantiNimmitha KarunarathnaJohn LawlessLawrence LeeEmery NibigiraStefan SpanierDevin AebiMuhammad AhmadTowsifa AkhterKonstantin AndrosovArtem BolshovOthmane BouhaliRicardo EusebiJason GilmoreTeruki KamonHyunyong KimSifu LuoRyan MuellerAlexei SafonovNural AkchurinJordan DamgovYongbin FengNiramay GogateYelbir KazhykarimKamal LamichhaneSung Won LeeChristopher MadridAaron MankelTimo PeltolaIgor VolobouevEric AppeltYi ChenSenta GreeneAlfredo GurrolaWillard JohnsRaghav Kunnawalkam ElayavalliAndrew MeloDenis RathjensFrancesco RomeoPaul SheldonShengquan TuoJulia VelkovskaJussi ViinikainenJingyu ZhangBryan CardwellHeewon ChungBradley CoxJohn HakalaRobert HiroskyMaria JoseAlexander LedovskoyCristina MantillaChristopher NeuClara Ramón ÁlvarezSaptaparna BhattacharyaPaul Edmund KarchinAnagha AravindSunanda BanerjeeKevin BlackTulika BoseElise ChavezSridhara DasuPieter EveraertsCamilla GalloniHe HeMatthew HerndonAlain HerveCharis Kleio KorakaArmando LanaroShivani LomteRichard LovelessAbhishikth MallampalliAbdollah MohammadiSusmita MondalGanesh ParidaLaurent PétréDeborah PinnaAlexander SavinVictor ShangVarun SharmaWesley H SmithDylan TeagueHo Fung TsoiWren VetensAbigail WardenSerguei AfanasievVadim AlexakhinYuri AndreevTagir AushevDzmitry BudkouskiRuslan ChistovMikhail DanilovTatyana DimovaAlexander ErshovSergei GninenkoIgor GolutvinIlya GorbunovAndrey GribushinAlexey KamenevVladimir KarjavineMikhail KirsanovVyacheslav KlyukhinOlga KodolovaVladimir KorenkovAleksei KozyrevNikolai KrasnikovAlexander LanevAlexander MalakhovViktor MatveevAlexander NikitenkoVladimir PalichikVictor PerelyginSergey PetrushankoSergey PolikarpovOlesia RadchenkoMaria SavinaVladislav ShalaevSergey ShmatovSiarhei ShulhaYuri SkovpenVitaly SmirnovOleg TeryaevIrina TlisovaAlexander ToropinNikolay VoytishinBekhzod S YuldashevAnatoli ZarubinIlia ZhizhinLev DudkoKirill IvanovVictor KimVictor MurzinVadim OreshkinDmitry SosnovEdouard BoosViacheslav BunichevMikhail DubininViktor SavrinAlexander Snigirev
• 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 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 Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien 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 Institut de Physique des 2 Infinis de Lyon

---

Résumé : A novel solution is presented for the problem of estimating the backgrounds of a signal search using observed data while simultaneously maximizing the sensitivity of the search to the signal. The ``ABCD method'' provides a reliable framework for background estimation by partitioning events into one signal-enhanced region (A) and three background-enhanced control regions (B, C, and D) via two statistically independent variables. In practice, even slight correlations between the two variables can significantly undermine the method's performance. Thus, choosing appropriate variables by hand can present a formidable challenge, especially when background and signal differ only subtly. To address this issue, the ABCD with distance correlation (ABCDisCo) method was developed to construct two artificial variables from the output scores of a neural network trained to maximize signal-background discrimination while minimizing correlations using the distance correlation measure. However, relying solely on minimizing the distance correlation can yield undesirable characteristics in the resulting distributions, which may compromise the validity of the background prediction obtained using this method. The ABCDisCo training enhanced with closure (ABCDisCoTEC) method is introduced to solve this issue by directly minimizing the nonclosure, expressed as a dedicated differentiable loss term. This extended method is applied to a data set of proton-proton collisions at a center-of-mass energy of 13 TeV recorded by the CMS detector at the CERN LHC. Additionally, given the complexity of the minimization problem with constraints on multiple loss terms, the modified differential method of multipliers is applied and shown to greatly improve the stability and robustness of the ABCDisCoTEC method, compared to grid search hyperparameter optimization procedures.

---

Source

---

• Type de publi. : Pré-publication, Document de travail
• Date de publi. : 09/07/2025
• Auteurs : Aram HayrapetyanArmen TumasyanWolfgang AdamJanik Walter AndrejkovicLisa BenatoThomas BergauerSuman ChatterjeeKonstantinos DamanakisMarko DragicevicPriya Sajid HussainManfred JeitlerNatascha KrammerAng LiDietrich LikoIvan MikulecJochen SchieckRobert SchöfbeckDennis SchwarzMangesh SonawaneWolfgang WaltenbergerClaudia-Elisabeth WulzTahys JanssenThomas van LaerPierre van MechelenNordin BreugelmansJorgen d'HondtSoumya DansanaAlexandre de MoorMartin DelcourtFelix HeyenSteven LowetteInna MakarenkoDenise MüllerStefaan TavernierMichael TytgatGerrit Patrick van OnsemSenne van PutteDavid VanneromBugra BilinBarbara ClerbauxAloke Kumar DasIsabelle de BruynGilles de LentdeckerHugues EvardLaurent FavartParaskevas GianneiosJohny JaramilloAli KhalilzadehFakhri Alam KhanKyeongpil LeeAndrea MalaraMuhammad Aamir ShahzadLaurent ThomasMax Vanden BemdenCatherine Vander VeldePascal VanlaerMaarten de CoenDidar DoburGul GokbulutYanwen HongJoscha KnolleLuka LambrechtDavid MarckxKevin Mota AmariloKirill SkovpenNiels van den BosscheJan van der LindenLiam WezenbeekSamuel BeinAnna BeneckeAgni BethaniGiacomo BrunoClaudio CaputoJerome de Favereau de JeneretChristophe DelaereIzzeddin Suat DonertasAndrea GiammancoAhmet Oguz GuzelSandhya JainVincent LemaitreJindrich LidrychPaola MastrapasquaTu Thong TranSemra TurkcaparGilvan AlvesEduardo CoelhoGilson Correia SilvaCarsten HenselThales Menezes de OliveiraClemencia Mora HerreraPatricia Rebello TelesMariana SoeiroEdmilson José Tonelli ManganoteAntonio Vilela PereiraWalter Luiz Aldá JúniorMapse Barroso Ferreira FilhoHelena Brandao MalbouissonWagner CarvalhoJose ChinellatoEliza Melo da CostaGustavo Gil da SilveiraDilson de Jesus DamiaoSandro Fonseca de SouzaRaphael Gomes de SouzaTulio Laux KuhnMatheus MacedoJordan MartinsLuiz MundimHelio NogimaJoao Pedro PinheiroAlberto SantoroAndre SznajderMauricio ThielCesar Augusto BernardesLuigi CalligarisThiago TomeiEduardo de Moraes GregoresIsabela Maietto SilverioPedro G MercadanteSergio F NovaesBreno OrzariSandra PadulaAleksandar AleksandrovGeorgy AntchevRoumyana HadjiiskaPlamen IaydjievMilena MishevaMariana ShopovaGeorgi SultanovAnton DimitrovLeander LitovBorislav PavlovPeicho PetkovAnton PetrovElton ShumkaSumit KeshriDavid Nicolas Laroze NavarreteShalini ThakurTongguang ChengTahir JavaidLi YuanZhen HuZhengchen LiangJinfeng LiuGuo-Ming ChenHe-Sheng ChenMingshui ChenFabio IemmiChun-Hua JiangAnshul KapoorHongbo LiaoZhenan LiuRamkrishna SharmaJia-Ning SongJunquan TaoChu WangJin WangZebing WangHuaqiao ZhangJingzhou ZhaoAntonis AgapitosYong BanAlexandra Carvalho Antunes de OliveiraSen DengBotao GuoChuqiao JiangAndrew LevinCongqiao LiQiang LiYajun MaoSitian QianSi-Jin QianXuelong QinXiaohu SunDayong WangHeng YangLicheng ZhangYuzhe ZhaoChen ZhouShuai YangZhengyun YouKhawla JaffelNan LuGerry BauerBolin LiKai YiJingqing ZhangYuji LiZhen LinChenfeng LuMeng XiaoCarlos AvilaDiego Andres Barbosa TrujilloAndrés CabreraCarlos FlorezJorge FragaJose Antonio Reyes VegaCésar RendónManuel RodriguezAnderson Alexis Ruales BarbosaJosé David Ruiz AlvarezDuje GiljanovicNikola GodinovicDamir LelasAna SculacMarko KovacAndro PetkovicToni SculacPedrame BargassaVuko BrigljevicBhakti Kanulal ChitrodaDinko FerencekKresimir JakovcicAndrei StarodumovTatjana SusaAlexandros AttikisKonstantinos ChristoforouAndreas HadjiagapiouChristos LeonidouJehad MousaCharalambos NicolaouLeonidas PaizanosFotios PtochosPanos A RazisHans RykaczewskiHalil SakaAnton StepennovMiroslav FingerMichael FingerAntonin KvetonEdy AyalaEdgar Carrera JarrinHassan AbdallaYasser AssranBasma El-MahdyMuhammad Abdullah Abdulfattah MuhammadMohammed MahmoudKarl EhatahtMario KadastikTorben LangeChristine NielsenJoosep PataMartti RaidalLaurits TaniChristian VeelkenHenning KirschenmannKenneth OsterbergMikko VoutilainenShudhashil BharthuarNurfikri Bin NorjoharuddeenErik BrückenFrancisco Ignacio Garcia FuentesPatin InkaewKimmo Tuomas Samuli KallonenTapio LampénKati Lassila-PeriniSami LehtiTomas LindénMikael MyllymäkiMilla-Maarit RantanenHannu SiikonenJorma TuominiemiPanja-Riina LuukkaHenri PetrowMarc BesanconFabrice CoudercMarc DejardinDaniel DenegriJean-Louis FaureFederico FerriSerguei GanjourPhilippe GrasGautier Hamel de MonchenaultMintu KumarVictor LohezicJulie MalclesFrancesco OrlandiLouis PortalesAndré RosowskyMehmet Özgür SahinAurore Savoy-NavarroPolina SimkinaMaksym TitovMarta TornagoFlorian BeaudetteGiacomo BoldriniPhilippe BussonAlessandra CappatiClaude CharlotMarco ChiusiTheo Damien CuissetFlorian DamasOlivier DavignonAdinda de WitIsaac Telford EhleBruno Afonso Fontana Santos AlvesShamik GhoshAndrew GilbertRaphael Granier de CassagnacAlexandre HakimiBharadwaj HarikrishnanLida KalipolitiGeliang LiuMatthew NguyenChristophe OchandoRoberto SalernoJean-Baptiste SauvanYves SiroisLourdes Urda GómezElena VernazzaAlexandre ZabiAmina ZghicheJean-Laurent AgramJeremy AndreaDylan ApparuDaniel BlochJean-Marie BromEric Christian ChabertCaroline CollardSaskia FalkeUlrich GoerlachRaphael HaeberleAnne-Catherine Le BihanMeena MeenaOceane PoncetGourab SahaMario Antoine SessiniPierre van HovePaul VaucelleAdriano Di FlorioDavid AmramStephanie BeauceronBenjamin BlanconGaelle BoudoulNicolas ChanonDidier ContardoPierre DepasseCandan DozenHoumani El MamouniJean FaySusan GasconMaxime GouzevitchChristopher GreenbergGérald GrenierBernard IlleElise Jourd'HuyImad Baptiste LaktinehMorgan LethuillierLaurent MirabitoStephane PerriesArnab PurohitMuriel Vander DoncktPatrice VerdierJie XiaoGeorge AdamovIrakli LomidzeZviad TsamalaidzeValeria BottaSandra Consuegra RodríguezLutz FeldKatja KleinMartin LipinskiDanilo MeuserAlexander PaulsDanyer Pérez AdánNicolas RöwertMarius TeroerdeSvenja DiekmannAlena DodonovaNiclas EichDmitry EliseevFrederic EngelkeJohannes ErdmannMartin ErdmannPeter FackeldeyBenjamin FischerThomas HebbekerKerstin HoepfnerFrancesco IvoneAlexander JungMing-Yan LeeFlorian MausolfMarkus MerschmeyerArnd MeyerSwagata MukherjeeDennis NollFabian NowotnyAndrey PozdnyakovYannik RathWahid RedjebFlorian RehmHans ReithlerValentina SarkisoviAlexander SchmidtChinmay SethArchana SharmaJan Lukas SpahAnnika SteinFelipe Torres da Silva de AraujoSebastian WiedenbeckShawn ZaleskiChristian DziwokGünter FlüggeThomas KressAndreas NowackOliver PoothAchim StahlTim ZiemonsAlexander ZotzHenriette Aarup PetersenMaria Aldaya MartinJuliette AlimenaSimone AmorosoYing AnJorn BachSamuel BaxterMaryam BayatmakouHugo Becerril GonzalezOlaf BehnkeAlberto BelvedereFreya BlekmanKerstin BorrasAlan CampbellAndrea CardiniChun ChengFederica ColombinaGuenter EckerlinDoris EcksteinLuis Ignacio Estevez BanosElisabetta GalloAchim GeiserValentina GuglielmiMoritz GuthoffAndreas HinzmannLaurids JeppeBenno KaechMatthias KasemannClaus KleinwortRoman KoglerMatthias KommDirk KrückerWolfgang LangeDaina Leyva PerniaKaterina LipkaWolfgang LohmannFlorian LorkowskiRainer MankelIsabell-Alissandra Melzer-PellmannMikel Mendizabal MorentinAndreas Bernhard MeyerGabriele MilellaKeila Moral FigueroaAndreas MussgillerLakshmi Priya NairJeremi NiedzielaAndreas NürnbergYounes OtaridJiwon ParkEvan RankenAlexei RasperezaDaniil RastorguevJonas RübenachLovisa RygaardAlessia SaggioMoritz SchamSimon SchnakePaul SchützeChristian SchwanenbergerDaria SelivanovaKonstantin SharkoMykyta ShchedrolosievDominic StaffordFederico VazzolerAna Ventura BarrosoRoberval WalshDi WangQun WangKatarzyna WichmannLucas WiensChristoph WissingYewon YangAndré Zimermmane Castro SantosAnna AlbrechtSteffen AlbrechtMassimiliano AntonelloSven BollwegMatteo BonanomiPatrick ConnorKarim El MorabitYannick FischerErika GaruttiAlexander GrohsjeanJohannes HallerDaniel HundhausenHenrik Ronald JabuschGregor KasieczkaPhilip KeicherRobert KlannerWilliam KorcariTobias KramerChin-Chia KuoViktor KutznerFinn LabeJohannes LangeArtur LobanovChristopher MatthiesLouis MoureauxMalte MrowietzAliya NigamovaYuval NissanAlexander PaaschKarla Josefina Pena RodriguezTobias QuadfaselBianca RacitiMarcel RiegerDaniel SavoiuJörg SchindlerPeter SchleperMatthias SchröderJoern SchwandtManuel SommerhalderHartmut StadieGeorg SteinbrückAlexandra TewsBogdan WiederspanMoritz WolfSebastian BrommerErik ButzThorsten ChwalekAlexander DierlammAlexander DrollUmut ElicabukNils FaltermannManuel GiffelsArtur GottmannFrank HartmannRobin HofsaessMaximilian HorzelaUlrich HusemannJan KieselerMarkus KluteOlha LavorykJay Mathew LawhornMarco LinkAdelina LintuluotoStefan MaierSoureek MitraMichele MormileThomas MüllerMax NeukumMinseok OhEmanuel PfefferMatteo PresillaGunter QuastKlaus RabbertzBrendan RegneryNikita ShadskiyIvan ShvetsovHans-Jürgen SimonisLars SowaLea StockmeierKomal TauqeerMaria TomsBogdan TopkoNicolò TrevisaniRalf Florian von CubeMichael WassmerSebastian WielandFlorian WittigRoger WolfXunwu ZuoGeorgios AnagnostouGeorgios DaskalakisAristotelis KyriakisAlkiviadis PapadopoulosAnna StakiaGeorgios MelachroinosZacharias PainesisIoannis ParaskevasNiki SaoulidouKonstantinos TheofilatosEirini TziaferiKonstantinos VellidisIlias ZisopoulosGeorgios BakasTheodoros ChatzistavrouGeorgia KarapostoliKonstantinos KousourisIoannis PapakrivopoulosEirini SiamarkouGeorgios TsipolitisAnna ZacharopoulouIoannis BestintzanosIoannis EvangelouCostas FoudasChristos KamtsikisPanagiotis KatsoulisPanagiotis KokkasPolidamas Georgios Kosmoglou KioseoglouNikolaos ManthosIoannis PapadopoulosJohn StrologasCsaba HajduDezso HorvathKrisztina MártonAttila József RádlFerenc SiklerViktor VeszpremiMate CsanadKrisztián FarkasAnna FehérkutiMahmod Moussa Abdelkhalek GadallahÁrmin KadlecsikPéter MajorGabriella PasztorGabor Istvan VeresLaszlo OlahBalazs UjvariGyorgy BenczeSandor CzellarJozsef MolnarZoltan SzillasiTamas Ferenc CsorgoFrigyes NemesTamas NovakSunil BansalSuman Bala BeriVipin BhatnagarGeetanjali ChaudharySushil ChauhanNitish DhingraAmandeep KaurAnureet KaurHarjot KaurManjit KaurSunil KumarTanvi SheokandJasbir SinghAayushi SinglaAsar AhmedAshutosh BhardwajArjun ChhetriBrajesh C ChoudharyAshok KumarArun KumarMohammad NaimuddinKirti RanjanMahesh Kumar SainiSaumya PhorSweta BaradiaSoumyadip BarmanSatyaki BhattacharyaSuman das GuptaShubham DuttaSuchandra DuttaSubir SarkarMohammad Mobassir AmeenPrafulla Kumar BeheraSubash Chandra BeheraSayan ChatterjeeGanapati DashPranati JanaPritam KalbhorSamadhan KambleJyothsna Rani KomaragiriDeepak KumarTribeni MishraBibhuti ParidaPrabhat Ranjan PujahariNihar Ranjan SahaAshish SharmaAnup Kumar SikdarRohit Kumar SinghPranjal VermaSadhana VermaAnusree VijayShashikant DugadGagan Bihari MohantyMukund ShelakePruthvi SuryadevaraAnirban BalaSudeshna BanerjeeRajdeep Mohan ChatterjeeMonoranjan GuchaitShilpi JainAtul JaiswalSanjeev KumarGobinda MajumderKajari MazumdarShubhi ParoliaAravind ThachayathSeema BahinipatiChandiprasad KarDipak MaityProlay MalKousik NaskarAruna NayakSamarendra NayakKuldeep PalPriyanka SadangiSanjay Kumar SwainSanu VargheseDiwakar VatsShriniketan AcharyaAlpana AlpanaSourabh DubeBhawna GomberPrachurjya HazarikaBhumika KansalArnab LahaBisnupriya SahuSeema SharmaKumar Yash VaishHamed BakhshiansohiAbideh JafariMaryam ZeinaliSima BashiriShirin ChenaraniSeyed Mohsen EtesamiYasaman HosseiniMohsen KhakzadElham KhazaieMojtaba Mohammadi NajafabadiSeddigheh TizchangMarta FelciniMartin GrunewaldMarcello AbbresciaAnna ColaleoDonato CreanzaBrunella d'AnziNicola de FilippisMauro de PalmaWalaa ElmetenaweeNicola FerraraLuigi FioreGiuseppe IaselliLuigi LongoMagdy LoukaGiorgio MaggiMarcello MaggiIlirjan MargjekaVincenzo MastrapasquaSalvatore MySalvatore NuzzoAntonello PellecchiaAlexis PompiliGabriella PuglieseRaffaella RadognaDayron RamosAntonio RanieriLucia SilvestrisFederica Maria SimoneÜmit SözbilirAnna StamerraDonato TroianoRosamaria VendittiPiet VerwilligenAngela ZazaGiovanni AbbiendiCarlo BattilanaDaniele BonacorsiPaolo CapiluppiAndrea CastroFrancesca Romana CavalloMarco CuffianiGaetano-Marco DallavalleTommaso DiotaleviFabrizio FabbriAlessandra FanfaniDaniele FasanellaPaolo GiacomelliLuca GiommiClaudio GrandiLuigi GuiducciSergio Lo MeoMarco LorussoLeonardo LunertiStefano MarcelliniGianni MasettiFrancesco NavarriaGiulia PaggiAndrea PerrottaFederica PrimaveraAntonio RossiSimone Rossi TisbeniTiziano RovelliGian Piero SiroliSalvatore CostaAlessandro Di MattiaAlessandro LapertosaRenato PotenzaAlessia TricomiCristina TuvePanagiotis AssiourasGiuseppe BarbagliGiulio BardelliBenedetta CamaianiAntonio CasseseRudy CeccarelliVitaliano CiulliCarlo CivininiRaffaello d'AlessandroEttore FocardiTomas KelloGiuseppe LatinoPiergiulio LenziMattia LizzoMarco MeschiniSimone PaolettiAlkis PapanastassiouGiacomo SguazzoniLorenzo VilianiLuigi BenussiStefano BiancoSabino MeolaDavide PiccoloMiguel Alves Gallo PereiraFabrizio FerroEnrico RobuttiSilvano TosiAndrea BenagliaFrancesco BrivioFlavia CetorelliFederico de GuioMauro Emanuele DinardoPaolo DiniSimone GennaiRaffaele GerosaAlessio GhezziPietro GovoniLuca GuzziMarco Toliman LucchiniMartina MalbertiSandra MalvezziAndrea MassironiDario MenasceLuigi MoroniMarco PaganoniSimona PalluottoDaniele PedriniAurora PeregoBianca Sofia PinoliniGiorgio PizzatiStefano RagazziTommaso Tabarelli de FatisSalvatore BuontempoAntimo CagnottaFrancesco CarnevaliNicola CavalloFrancesco FabozziAlberto Orso Maria IorioLuca ListaPierluigi PaolucciBiagio RossiRocco ArdinoPatrizia AzziNicola BacchettaAntonio BergnoliDario BiselloPierluigi BortignonGabriele BortolatoAlberto BragagnoloAndrea Claudio Maria BullaRoberto CarlinPaolo ChecchiaTommaso DorigoFabrizio GaspariniUgo GaspariniSabrina GiorgettiEnrico LusianiMartino MargoniAnna Teresa MeneguzzoMatteo MiglioriniJacopo PazziniPaolo RoncheseRoberto RossinFranco SimonettoMia TosiAndrea TriossiMarco ZanettiPierluigi ZottoAlberto ZucchettaGianni ZumerleAlessandro BraghieriSimone CalzaferriDavide FiorinaPaolo MontagnaValerio ReCristina RiccardiPaola SalviniIlaria VaiPaolo VituloSehar AjmalMaria Elena AsciotiGian Mario BileiCostanza CarrivaleDiego CiangottiniLivio FanòMatteo MagheriniValentina MarianiMauro MenichelliFrancesco MoscatelliAlessandro RossiAttilio SantocchiaDaniele SpigaTommaso TedeschiChiara AimèCristina Andreea AlexePatrick AsenovPaolo AzzurriGiuseppe BagliesiRajarshi BhattacharyaLorenzo BianchiniTommaso BoccaliEdoardo BossiniDavide BruschiniRino CastaldiMaria Agnese CiocciMarco CiprianiValeria d'AmanteRoberto Dell'OrsoSilvio DonatoAlessandro GiassiFranco LigabueAndrea Carlo MariniDiego Matos FigueiredoAlberto MessineoSaswat MishraVinaya Krishnan Muraleedharan Nair BindhuMarco MusichSaswati NandanFabrizio PallaAndrea RizziGigi RolandiSuvankar Roy ChowdhuryTanmay SarkarAngelo ScribanoPaolo SpagnoloRoberto TenchiniGuido TonelliNicola TuriniFrancesco VaselliAndrea VenturiPiero Giorgio VerdiniCristian Baldenegro BarreraPatrizia BarriaChiara BasileFrancesca CavallariLeticia Cunqueiro MendezDaniele del ReEmanuele Di MarcoMarcella DiemozFilippo ErricoRuben GargiuloEgidio LongoLaura MartikainenJelena MijuskovicGiovanni OrgantiniFrancesco PandolfiRiccardo ParamattiClaudio QuarantaShahram RahatlouChiara RovelliFrancesco SantanastasioLivia SoffiVangelis VladimirovNicola AmapaneRoberta ArcidiaconoStefano ArgiroMichele ArneodoNazar BartosikRiccardo BellanAndrea BelloraCristina BiinoCecilia BorcaNicolo CartigliaMarco CostaRoberto CovarelliNatale DemariaLinda FincoMichael GrippoBilal KianiFederica LeggerFabio LuongoChiara MariottiLazar MarkovicSilvia MaselliAlberto MeccaLuca MenzioPaolo MeridianiErnesto MiglioreMarco MontenoRoberto MulargiaMaria Margherita ObertinoGiacomo OrtonaLuca PacherNadia PastroneMario PelliccioniMarta RuspaFederico SivieroValentina SolaAda SolanoAmedeo StaianoCristiano TarriconeDaniele TrocinoGiulio UmoretRobert WhiteJyoti BabbarStefano BelforteVieri CandeliseMassimo CasarsaFabio CossuttiKsenia de LeoGiuseppe Della RiccaSunil DograJieun HongBobae KimJiwoong KimDongyub LeeHakseong LeeSeh Wook LeeChang-Seong MoonYoung Do OhMin Sang RyuSezen SekmenBongho TaeYu Chul YangMin Suk KimGyeonghwan BakPiljun GwakHyunchul KimDong Ho MoonEce AsilarJieun ChoiDonghyun KimTae Jeong KimJeremie Alexandre MerlinYeonsu RyouSuyong ChoiSeyoung HanByung-Sik HongKisoo LeeKyong Sei LeeSoohwan LeeJaehyeok YooJunghwan GohSeungjin YangHyunsoo KimYongsun KimSeungjun LeeJohn AlmondJi Hwan BhyunJunho ChoiJin ChoiWon JunJunho KimYoung Wan KimSanghyun KoHyejin KwonHaneol LeeJoonbin LeeJeongeun LeeByung Hun OhSung Bin OhHyonsan SeoUnki YangInseok YoonWoojin Jangda Young KangYechan KangSeulgi KimByeonghak KoJason Sang Hun LeeYunjae LeeInkyu ParkYoun RohIan WatsonSeungkyu HaKyuyeong HwangHwi Dong YooMinuk ChoiMi Ran KimHeewon LeeYounghoon LeeIntae YuTaha BeyrouthyYousef GharbiaFawaz AlazemiKarlis DreimanisAntra GaileConrado Munoz DiazDace OsiteGuntis PikursAndris PotrebkoMarkus SeidelDimitrios Sidiropoulos KontosNormunds Ralfs StrautnieksMarijus AmbrozasAndrius JuodagalvisAurelijus RinkeviciusGintautas TamulaitisImran YusuffZukhaimira ZolkapliJose F BenitezAlfredo Castaneda HernandezHedwin Aaron Encinas AcostaLuis Gabriel Gallegos MaríñezMoisés León CoelloJavier Alberto Murillo QuijadaAshish SehrawatLizardo Valencia PalomoGabriel AyalaHeriberto Castilla-ValdezHoracio Crotte LedesmaEduard de la Cruz-BureloIvan Heredia-De La CruzRicardo Lopez-FernandezJhovanny Mejia GuisaoCesar Atzin Mondragon HerreraAlberto Sánchez HernándezCristina Oropeza BarreraDalia Lucero Ramirez GuadarramaMateo Ramírez GarcíaIrais BautistaFernando Enrique Neri HuertaIsabel PedrazaHumberto Antonio Salazar IbarguenCecilia Uribe EstradaItana BubanjaNatasa RaicevicPhilip H ButlerAshfaq AhmadMuhammad Irfan AsgharAli AwaisMuhammad Imran Malik AwanHafeez R HooraniWajid Ali KhanValentina AvatiLeszek GrzankaMaciej MalawskiHelena BialkowskaMichal BlujMaciej GórskiMalgorzata KazanaMichal SzleperPiotr ZalewskiKarol BunkowskiKrzysztof DorobaArtur KalinowskiMarcin KoneckiJan KrolikowskiAlibordi MuhammadPiotr FokowKrzysztof PozniakWojciech ZabolotnyMariana AraujoDiogo BastosCristóvão Beirão da Cruz E SilvaAlessio BolettiMarco BozzoTiziano CamporesiGiacomo da MolinPietro FaccioliMichele GallinaroJonathan HollarNuno LeonardoGiovanni Battista MarozzoAchille PetrilliMatteo PisanoJoao SeixasJoao VarelaJohan Wilfried WulffPetar AdzicPredrag MilenovicDamir DevetakMilos DordevicJovan MilosevicLaslo NadderdVladimir RekovicJuan 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 FouzOscar Gonzalez LopezSilvia Goy LopezJose M HernandezMaria Isabel JosaJavier Llorente MerinoCristina Martin PerezElvira Martin ViscasillasDermot MoranCecilia Maria Morcillo PerezÁlvaro Navarro TobarCarlos Perez DengraAntonio María Pérez-Calero YzquierdoJesus Puerta PelayoIgnacio RedondoSergio Sánchez NavasJavier SastreJulia Vazquez EscobarJorge F de TrocónizBarbara Alvarez GonzalezJavier CuevasJavier Fernandez MenendezSantiago FolguerasIsidro Gonzalez CaballeroPelayo LeguinaEnrique Palencia CortezonJavier Prado PicoClara Ramón ÁlvarezVíctor Rodríguez BouzaAlejandro Soto RodríguezAndrea TrapoteCarlos Vico VillalbaPietro VischiaSandeep BhowmikSergio Blanco FernándezIban Jose CabrilloAlicia CalderonJordi Duarte CampderrosMarcos FernandezGervasio GomezClara Lasaosa GarcíaRuben Lopez RuizCelso Martinez RiveroPablo Martinez Ruiz del ArbolFrancisco MatorrasPablo Matorras CuevasEfren Navarrete RamosJonatan Piedra GomezLuca ScodellaroIvan VilaJesus Manuel Vizan GarciaBalashangar KailasapathyDeshitha Chamikara Wickramarathna DhammageWelathantri G.D DharmaratnaKalpanie LiyanageNimantha PereraDuccio AbbaneoChiara AmendolaEtiennette AuffrayGeorg AuzingerJoachim BaechlerDavid BarneyArmando Bermúdez MartínezMichele BiancoAfiq Aizuddin Bin AnuarAndrea BocciLisa BorgonoviCristina BottaErica BrondolinChristopher Edward BrownCécile CaillolGianluca CerminaraNadezda ChernyavskayaDavid d'EnterriaAnne DabrowskiAndre David Tinoco MendesAlbert de RoeckMatteo Maria DefranchisMario DeileMarc DobsonGiovanni FranzoniWolfgang FunkSimone GianiDominique GigiKarl GillFrank GlegeJeroen HegemanJaana Kristiina HeikkiläBenjamin HuberVincenzo InnocenteThomas JamesPatrick JanotOliwia KaluzinskaOlena KarachebanSanteri LaurilaPaul LecoqElias LeutgebCarlos LourencoLuca MalgeriMarcello MannelliMark MatthewmanAnkita MehtaFrans MeijersStefano MersiEmilio MeschiVukasin MilosevicFabio MontiFilip MoortgatMartijn MuldersIzaak NeutelingsStyliani OrfanelliFelice PantaleoGiovanni PetruccianiAndreas PfeifferMaurizio PieriniHuilin QuDinyar RabadyBeatriz Ribeiro LopesFederica RitiMarco RovereHannes SakulinRiccardo SalvaticoSergio Sanchez CruzSimone ScarfiMichele SelvaggiArchana SharmaKsenia ShchelinaPedro SilvaParaskevas SphicasAndre Govinda Stahl LeitonArnaud SteenSioni SummersDaniel TreillePaola TropeaDavid WalterJoanna WanczykJing WangSebastian WuchterlPhilipp ZehetnerPetr ZejdlWolfram Dietrich ZeunerTiziano BevilacquaLea CaminadaAliakbar EbrahimiWolfram ErdmannRoland HorisbergerQuentin IngramHans-Christian KaestliDanek KotlinskiClemens LangeMarino MissiroliLars NoehteTilman RoheAmrutha SamalanThea Klaeboe AarrestadMalte BackhausGiorgia BonomelliAlessandro CalandriCesare CazzanigaKaustuv DattaPaul de Bryas Dexmiers d'ArchiacchiacAnnapaola de CosaGünther DissertoriMichael DittmarMauro DonegàFlorian EbleMassimiliano GalliKrunal GediaFranz GlessgenChristoph GrabNico HärringerThierry Guillaume HarteDmitry HitsWerner LustermannAnne-Mazarine LyonRiccardo Andrea ManzoniMatteo MarchegianiLuigi MarcheseAnna MascellaniFrancesca Nessi-TedaldiFelicitas PaussVasilije PerovicSimone PigazziniBranislav RisticRoberto SeiditaJan SteggemannAlessandro TarabiniDavide ValsecchiRainer WallnyClaude AmslerPascal BärtschiMaria Florencia CanelliKyle CormierMarc HuwilerWeijie JinArash JofreheiBenjamin KilminsterStefanos LeontsinisSascha Pascal LiechtiAnna MacchioloPeter MeiringFanqiang MengJona MottaArne ReimersPeter RobmannMatias SengerEslam ShokrFabian StägerRaffaella TramontanoCatherine AdloffDebabrata BhowmikChia-Ming KuoWillis LinPrasant Kumar RoutPraveen Chandra TiwariLudivine CeardKai-Feng ChenZheng-Gang ChenAgostino de IorioGeorge Wei-Shu HouTing-Hsiang HsuYu-Wei KaoSaikat KarmakarGouranga KoleYou-Ying LiRong-Shyang LuEfstathios PaganisXing-Fu SuJoshuha Thomas-WilskerLian-Sheng TsaiDimitra TsionouHsin-Yeh WuEfe YazganChayanit AsawatangtrakuldeeNorraphat SrimanobhasVichayanun WachirapusitanandYasser MaghrbiDoruk AgyelFatma BoranFurkan DolekIsa DumanogluEda EskutYalcin GulerEmine Gurpinar GulerCandan IsikOzgun KaraAysel Kayis TopaksuYildiray KomurcuGulsen OnengutKadri OzdemirAyse PolatozBayram TaliUfuk Guney TokEbru UslanIbrahim Soner ZorbakirGamze SokmenMetin YalvacBora AkgunIsmail Okan AtakisiErhan GulmezMithat KayaOzlem KayaSevgi TektenAltan CakirKerem CankocakGizem Gul DincerSercan SenOrhan AydilekBurak HacisahinogluIlknur HosBerkan KaynakSuat OzkorucukluOnur PotokHale SertCagdas SimsekCaglar ZorbilmezSalim CerciBora IsildakDeniz Sunar CerciTaylan YetkinAndriy BoyaryntsevBoris GrynyovLeonid LevchukDavid AnthonyJames John BrookeAaron BundockFlorian Joel J BuryEmyr ClementDavid CussansHenning FlacherMaciej GlowackiJoel GoldsteinHelen F HeathMei-Li HolmbergLukasz KreczkoSudarshan ParamesvaranLiam RobertshawVincent J SmithKatie Walkingshaw PassAustin BallKen W BellAlexander BelyaevChristopher BrewRobert M BrownDavid J.A CockerillCharlotte CookeAlison ElliotKatherine Victoria EllisKristian HarderSam HarperJacob LinacreKonstantinos ManolopoulosDave M NewboldEmmanuel OlaiyaDavid PetytThomas ReisAbanti Ranadhir SahasransuGiovanna SalviThomas SchuhClaire Shepherd-ThemistocleousIan R TomalinKathleen Charlotte WhalenThomas WilliamsIrene AndreouRobert BainbridgePhilippe BlochOliver BuchmullerCamilo Andres Carrillo MontoyaGurpreet Singh ChahalDavid CollingJulia Suzana DancuIndranil DasPaul DaunceyGavin DaviesMichel Della NegraSimon FayerGiacomo FediGeoffrey HallAlexander HowardGregory IlesCharlotte Rose KnightPaul KrueperJonathon LangfordKai Hong LawJaime León HolgadoLouis LyonsAnne-Marie MagnanBenedikt MaierStavros MalliosMikael MieskolainenJordan NashMark PesaresiPrijith Babu PradeepBenjamin Charles Radburn-SmithAlexander RichardsAndrew RoseKlitos SavvaChristopher SeezRaghunandan ShuklaAlexander TapperKirika UchidaGeorge Peter UttleyTejinder VirdeeMilos VojinovicNicholas WardleDaniel WinterbottomJoanne ColeAkram KhanPaul KyberdIvan ReidSalavat AbdullinAndrew BrinkerhoffEvan CollinsMohamed Rashad DarwishJay DittmannKenichi HatakeyamaVinay HegdeJoshua HiltbrandBrooks McmasterJonathan SamudioSiddhesh SawantChosila SutantawibulJonathan WilsonRachel BartekAaron DominguezAli Eren SimsekShin-Shan YuBhim BamAxel Buchot PerraguinRuchi ChudasamaSeth CooperColin CrovellaSergei V GleyzerEmma PearsonCilicia Uzziel PerezPaolo RumerioEmanuele UsaiRuole YiAlp AkpinarChristopher CosbyGianfranco de CastroZeynep DemiragliCarlos EriceCaleb FangmeierCelia Fernandez MadrazoElisa FontanesiDaniel GastlerFrank GolfSihyun JeonJoshua O'CainIan ReedJames RohlfKaitlin SalyerDavid SperkaDaniel SpitzbartIndara SuarezAnna TsatsosAngelo Giacomo ZecchinelliGaetano BaroneGabriele BenelliDavid CuttsLoukas GouskosMary HadleyUlrich HeintzKa Wa HoJulie Managan HoganTaeun KwonGreg LandsbergKa Tung LauJingyu LuoSpandan MondalTrevor RussellSinan SagirXiaohe ShenFarrah SimpsonMarko StamenkovicNikhilesh VenkatasubramanianSamantha AbbottBenjamin BartonChristopher BrainerdRichard BreedonHong CaiManuel Calderon de la Barca SanchezMaxwell ChertokMatthew CitronJohn ConwayPeter Timothy CoxRobin ErbacherFrank JensenOta KukralGiovanni MocellinMichael MulhearnSydney OstromWei WeiSaeahram YooFengwangdong ZhangKosmas AdamidisMichail BachtisDelano CamposRobert CousinsAbhisek DattaGael Flores AvilaJay HauserMikhail IgnatenkoMuhammad Ansar IqbalTyler LamYa-Feng LoElisabetta MancaAntonett Nunez del PradoDavid SaltzbergVyacheslav ValuevRobert ClareJ. William GaryGail HansonAnthony AportelaAashay AroraJames G BransonSergio CittolinStephane CoopersteinDaniel DiazJavier DuarteLeonardo GianniniYanxi GuJonathan GuiangRaghav KansalVyacheslav KrutelyovRobert LeeJames LettsMario MasciovecchioFarouk MokhtarSoumya MukherjeeMarco PieriDaniel PrimoschMelissa QuinnanVivek SharmaMatevz TadelEmmanouil VourliotisFrank WürthweinYifan XiangAvraham YagilAnders BarzdukasLiam BrennanClaudio CampagnariKeegan DownhamChiara GriecoMohd Meraj HussainJoe IncandelaJaebak KimAmina Jinzi LiPhillip MastersonHualin MeiJeffrey RichmanSai Neha SantpurUlascan SaricaRyan SchmitzFrancesco SettiJames SheplockDavid StuartTamás Álmos VámiXuli YanDanyi ZhangSoham BhattacharyaAdolf BornheimOlmo CerriAnthony LatorreJiajing MaoHarvey B NewmanGuillermo Reales GutiérrezMaria SpiropuluJean-Roch VlimantChristina WangSi XieRen-Yuan ZhuJohn AlisonSitong AnPatrick BryantMatteo CremonesiValentina DuttaThomas FergusonTirso Alejandro Gómez EspinosaAbhirami HarilalAleesha Kallil TharayilChuyuan LiuTanmay MudholkarSindhu MurthyPritam PalitKyungmin ParkManfred PauliniAndrew RobertsAlejandro SanchezWesley TerrillJohn Perry CumalatWilliam T FordAndrew HartAbbas HassaniGeorge KarathanasisNicholas ManganelliJannicke PearkesClaire SavardNicolas SchonbeckKevin StensonKeith UlmerStephen Robert WagnerNoah ZipperDavide ZuoloJames AlexanderSamuel Bright-ThonneyXuan ChenDerek James CranshawJennet DickinsonJason FanXingchen FanShaun HoganPeace KotamnivesJose MonroyMichael OshiroJuliet Ritchie PattersonMichael ReidAnders RydJulia ThomPeter WittichRui ZouMichael AlbrowMaral AlyariOz AmramGiorgio ApollinariArtur ApresyanLothar A.T BauerdickDouglas BerryJeffrey BerryhillPushpalatha C BhatKevin BurkettJoel Nathan ButlerAnadi CanepaGiuseppe Benedetto CeratiHarry CheungFrank ChlebanaGrace CummingsIrene DuttaVictor Daniel ElviraYongbin FengJim FreemanAbhijith GandrakotaZoltan GecseLindsey GrayDan GreenAidan GrummerStefan GrünendahlDaniel GuerreroOliver GutscheRobert M HarrisTheodor Christian HerwigJames HirschauerBodhitha JayatilakaSergo JindarianiMarvin JohnsonUmesh JoshiThomas KlijnsmaBoaz KlimaKa Hei Martin KwokStephan LammelClaire LeeDon LincolnRon LiptonTiehui LiuChristopher MadridKaori MaeshimaDavid MasonPatricia McbridePetra MerkelStephen MrennaSteve NahnJennifer NgadiubaDaniel NoonanScarlet NorbergVaia PapadimitriouNathaniel PastikaKevin PedroCristian PenaFabio RaveraAllison Reinsvold HallLuciano RistoriMurtaza SafdariElizabeth Sexton-KennedyNicholas SmithAron SohaLeonard SpiegelStoyan StoynevJames StraitLucas TaylorSlawek TkaczykNhan Viet TranLorenzo UpleggerEric Wayne VaanderingIrene ZoiCaterina ArutaPaul AveryDimitri BourilkovPhilip ChangVladimir CherepanovRichard D FieldChanggi HuhEvan KoenigMarina KolosovaJacobo KonigsbergAndrey KorytovKonstantin MatchevNicholas MenendezGuenakh MitselmakherKelci MohrmanArun Muthirakalayil MadhuNeha RawalSuzanne RosenzweigYuta TakahashiJian WangTodd AdamsAli Al KadhimAndrew AskewSteffi BowerRafey HashmiRyan Sangwoo KimSuho KimTed KolbergGerman MartinezHarrison ProsperPurbita Rahman ProvaMeutia WulansatitiRachel YohayJingyu ZhangBandar AlsufyaniStephen ButallaSouvik DasTamer ElkafrawyMarcus HohlmannErick YanesMark Raymond AdamsAustin BatyClayton BennettRichard CavanaughRicardo Escobar FrancoOlga EvdokimovCecilia Elena GerberMichelle HawksworthAbhishek HingrajiyaDavid Jonathan HofmanJong-Ho LeeDener de Souza LemosAnna Henckel MerrittCorrinne MillsShirsendu NandaGeonhee OhBeren OzekDragana PilipovicRaghunath PradhanEnea PriftiTitas RoySahithi RudrabhatlaNavjit SinghMarguerite TonjesNikos VarelasMohammad Abrar WadudZhenyu YeJieun YooMohammad AlhusseiniDylan BlendKamuran DilsizLuiz EmediatoGurkan KaramanOhannes Kamer KöseyanJean-Pierre MerloAlexi MestvirishviliOrgho NeogiHasan OgulYasar OnelAldo PenzoChristina SnyderEmrah TirasBarry BlumenfeldLucas CorcodilosJeffrey DavisAndrei GritsanLucas KangSavvas KyriacouPetar MaksimovicMatej RoguljicJeffrey RoskesSanjana SekharMorris SwartzAndrés AbreuLuis Fernando Alcerro AlcerroJustin AnguianoSaray Arteaga EscatelPhilip BaringerAlice BeanZachary FlowersDerek GroveJack KingGeorgios KrintirasMargaret LazarovitsCole Le MahieuJuan MarquezMichael MurrayMatthew NickelMichael PittSorina PopescuChristopher RoganChristophe RoyonStephen SandersCaleb SmithGraham WilsonBraden AllmondGujju Gurunadha ReddyAndrew IvanovKetino KaadzeYurii MaravinJames NatoliDennis RoyGiulia SorrentinoDrew BadenAlberto BelloniJoshua Bistany-RiebmanYi-Mu ChenSarah Catherine EnoNicholas John HadleyShabnam JabeenRichard G KelloggTimothy KoethBraden KronheimYihui LaiSamuel LascioAlice MignereySara NabiliChristopher PalmerChristos PapageorgakisMekhala Mahesh ParanjpeElena PopovaAlexey ShevelevLong WangJoshua BendavidIvan Amos CaliPin-Chun ChouMariarosaria d'AlfonsoJan EysermansChad FreerGuillelmo Gomez CeballosMaxim GoncharovGaia GrossoPhilip HarrisDuc HoangDmytro KovalskyiJeffrey KrupaLuca LavezzoYen-Jie LeeKenneth LongChristopher McginnAndrzej NovakMary Isabelle ParkChristoph PausChristina ReisselChristof RolandGunther RolandSimon RothmanGeorge StephansZhangqier WangBolek WyslouchTianyu YangBryan CrossmanBhargav Madhusudan JoshiCharles KapsiakMichael KrohnDevin MahonJeremy MansBadder MarzocchiMichael ReveringRoger RusackRohith SaradhyNadja StrobbeKenneth BloomDaniel R ClaesGrace HazaJahid HossainChangwoo JooIlya KravchenkoAman RohillaJoaquin Emilo SiadoWilliam TabbAntonio VagneriniAndrew WightmanFurong YanDavid YuHirak BandyopadhyayLauren HayHsin-Wei HsiaIa IashviliAlexis KalogeropoulosAvto KharchilavaMargaret MorrisDuong NguyenSalvatore RappoccioHaifa Rejeb SfarAc WilliamsPeter YoungGeorge AlversonEmanuela BarberisJohan BonillaBen BylsmaMattia CampanaJohn DervanYacine HaddadYixiao HanIsrar IsrarAmrutha KrishnaJingyan LiMeng LuRyan MccarthyDavid Michael MorseVivan NguyenToyoko OrimotoAshley ParkerLouise SkinnariEmily TsaiDarien WoodJames BueghlySusan DittmerKristian Allan HahnDaniel LiYihan LiuMichael McginnisYulun MiaoDavid Gabriel MonkMichael Henry SchmittAngela TaliercioMayda VelascoGarvita AgarwalReyer BandRachael BucciSergi CastellsAbhishek DasReza GoldouzianMichael HildrethKenyi Hurtado AnampaTodor IvanovColin JessopKevin LannonJohn LawrenceNikitas LoukasDylan LuttonJoseph MarianoNancy MarinelliIan McalisterThomas MccauleyChristopher McgradyConnor MooreYuri MusienkoHannah NelsonMarc OshersonAndrea PiccinelliRandy RuchtiAustin TownsendYuyi WanMitchell WayneHenry YockeyMateusz ZaruckiLara ZygalaAashwin BasnetMichael CarriganLloyd Stanley DurkinChristopher HillMatthew JoyceMartha Nunez OrnelasKai WeiDerek Albert WenzlBrian L WinerBrent YatesHichem BouchamaouiKathryn ColdhamPallabi DasGage DezoortPeter ElmerAndre FrankenthalBennett GreenbergNicholas HaubrichKiley KennedyGillian KoppStephanie KwanDavid LangeAndrew LoeligerDaniel MarlowIsabel OjalvoJames OlsenDavid SticklandChristopher TullyLiv Helen VageSudhir MalikRicha SharmaAmandeep Singh BakshiSoumik ChandraRidhi ChawlaAn GuLaszlo GutayMatthew JonesAndreas Werner JungAbraham Mathew KoshyMiaoyuan LiuGiulia NegroNorbert NeumeisterGaryfallia PaspalakiStefan PiperovValerie ScheurerJan-Frederik SchulteMilan StojanovicJason ThiemanAmandeep KaurFuqiang WangAndrew WildridgeWei XieYao YaoJames DolenNeeti ParasharAtanu PathakDarin AcostaAman AgrawalTaylor CarnahanKarl Matthew EcklundPedro José Fernández MantecaSarah FreedParker GardnerFrank J.M GeurtsIason KrommydasWei LiJiazhao LinOsvaldo Miguel ColinBrian Paul PadleyRadia RedjimiJohn RotterEfe YigitbasiYousen ZhangArie BodekPawel de BarbaroRegina DeminaJoseph Lynn DulembaAran Garcia-BellidoOtto HindrichsAleko KhukhunaishviliNukulsinh ParmarPavel ParyginRhys TausBrandon ChiaritoJohn Paul ChouSteven Vincent ClarkDivya GadkariYuri GershteinEva HalkiadakisMaximilian Perez PradaConnor HoughtonDavid JaroslawskiSotiroulla KonstantinouIan LaflotteAmitabh LathRoy MontalvoKevin NashJoseph ReichertPrafulla SahaSevil SalurSteve SchnetzerSunil SomalwarRobert StoneSteffie Ann ThayilScott ThomasJay VoraHui WangDaniel AllyAndrés G DelannoySara FiorendiSamuel HigginbothamTova HolmesAnkush Reddy KanugantiNimmitha KarunarathnaLawrence LeeEmery NibigiraStefan SpanierDevin AebiMuhammad AhmadTowsifa AkhterKonstantin AndrosovOthmane BouhaliRicardo EusebiJason GilmoreTao HuangTeruki KamonHyunyong KimSifu LuoRyan MuellerDavid OvertonDenis RathjensAlexei SafonovNural AkchurinJordan DamgovNiramay GogateAdil HussainYelbir KazhykarimKamal LamichhaneSung Won LeeAaron MankelTimo PeltolaIgor VolobouevEric AppeltYi ChenSenta GreeneAlfredo GurrolaWillard JohnsRaghav Kunnawalkam ElayavalliAndrew MeloFrancesco RomeoPaul SheldonShengquan TuoJulia VelkovskaJussi ViinikainenBryan CardwellHeewon ChungBradley CoxJohn HakalaRobert HiroskyAlexander LedovskoyCristina MantillaChristopher NeuSaptaparna BhattacharyaPaul Edmund KarchinAnagha AravindSunanda BanerjeeKevin BlackTulika BoseElise ChavezSridhara DasuPieter EveraertsCamilla GalloniHe HeMatthew HerndonAlain HerveCharis Kleio KorakaArmando LanaroRichard LovelessJithin Madhusudanan SreekalaAbhishikth MallampalliAbdollah MohammadiSusmita MondalGanesh ParidaLaurent PétréDeborah PinnaAlexander SavinVictor ShangVarun SharmaWesley H SmithDylan TeagueHo Fung TsoiWren VetensAbigail WardenSerguei AfanasievVadim AlexakhinDzmitry BudkouskiIgor GolutvinIlya GorbunovVladimir KarjavineVladimir KorenkovAlexander LanevAlexander MalakhovViktor MatveevVladimir PalichikVictor PerelyginMaria SavinaVladislav ShalaevSergey ShmatovSiarhei ShulhaVitaly SmirnovOleg TeryaevNikolay VoytishinBekhzod S YuldashevAnatoli ZarubinIlia ZhizhinGenady GavrilovVictor GolovtcovYury IvanovVictor KimPetr LevchenkoVictor MurzinVadim OreshkinDmitry SosnovValentin SulimovLev UvarovAlexey VorobyevYuri AndreevAlexander DermenevSergei GninenkoNikolai GolubevAnton KarneyeuDmitrii KirpichnikovMikhail KirsanovNikolai KrasnikovIrina TlisovaAlexander ToropinTagir AushevKirill IvanovVladimir GavrilovNatalia LychkovskayaAlexander NikitenkoVladimir PopovAlexander ZhokinRuslan ChistovMikhail DanilovSergey PolikarpovVladimir AndreevMaksim AzarkinMartin KirakosyanAdel TerkulovEdouard BoosViacheslav BunichevMikhail DubininLev DudkoAlexander ErshovVyacheslav KlyukhinOlga KodolovaStepan ObraztsovMaxim PerfilovSergey PetrushankoViktor SavrinGeorge VorotnikovVladimir BlinovTatyana DimovaAleksei KozyrevOlesia RadchenkoYuri SkovpenVassili KachanovSergei SlabospitskiiAndrey UzunianAnton BabaevVladislav BorshchDmitry Druzhkin
• 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 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 Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien Institut Pluridisciplinaire Hubert Curien 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 Institut de Physique des 2 Infinis de Lyon Laboratoire d'Annecy de Physique des Particules

---

Résumé : The results of a search for the production of two scalar bosons in final states with two photons and two tau leptons are presented. The search considers both nonresonant production of a Higgs boson pair, HH, and resonant production via a new boson X which decays either to HH or to H and a new scalar Y. The analysis uses up to 138 fb$^{-1}$ of proton-proton collision data, recorded between 2016 and 2018 by the CMS experiment at the LHC at a center-of-mass energy of 13 TeV. No evidence for signal is found in the data. For the nonresonant production, the observed (expected) upper limit at 95% confidence level (CL) on the HH production cross section is set at 930 (740) fb, corresponding to 33 (26) times the standard model prediction. At 95% CL, HH production is observed (expected) to be excluded for values of $κ_λ$ outside the range between $-$12 ($-$9.4) and 17 (15). Observed (expected) upper limits at 95% CL for the XHH cross section are found to be within 160 to 2200 (200 to 1800) fb, depending on the mass of X. In the X $\to$ Y($γγ$)H($ττ$) search, the observed (expected) upper limits on the product of the production cross section and decay branching fractions vary between 0.059$-$1.2 fb (0.087$-$0.68 fb). For the X $\to$ Y($γγ$)H($ττ$) search the observed (expected) upper limits on the product of the production cross section and Y $to$ $γγ$ branching fraction vary between 0.69$-$15 fb (0.73$-$8.3 fb) in the low Y mass search, tightening constraints on the next-to-minimal supersymmetric standard model, and between 0.64$-$10 fb (0.70$-$7.6 fb) in the high Y mass search.

---

Source