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WumingWiner, Brian LCooperstein, StephaneElmer, PeterHardenbrook, JoshuaHaubrich, NicholasHigginbotham, SamuelKalogeropoulos, AlexisKwan, StephanieLange, DavidLucchini, Marco TolimanLuo, JingyuMarlow, DanielMei, KelvinOjalvo, IsabelOlsen, JamesPalmer, ChristopherPiroué, PierreSalfeld-Nebgen, JakobStickland, DavidTully, ChristopherMalik, SudhirNorberg, ScarletBarker, AnthonyBarnes, Virgil EDas, SouvikGutay, LaszloJones, MatthewJung, Andreas WernerKhatiwada, AjeetaMahakud, BibhuprasadMiller, David HarryNeumeister, NorbertPeng, Cheng-ChiehPiperov, StefanQiu, HaoSchulte, Jan-FrederikSun, JianWang, FuqiangXiao, RuiXie, WeiCheng, TongguangDolen, JamesParashar, NeetiChen, ZhenyuEcklund, Karl MatthewFreed, SarahGeurts, Frank JMKilpatrick, MatthewKumar, ArunLi, WeiPadley, Brian PaulRedjimi, RadiaRoberts, JayRorie, JamalShi, WeiTu, ZhoudunmingZhang, AoboBodek, Ariede Barbaro, PawelDemina, ReginaDuh, Yi-tingDulemba, Joseph LynnFallon, ColinFerbel, ThomasGalanti, MarioGarcia-Bellido, AranHan, JiyeonHindrichs, OttoKhukhunaishvili, AlekoRanken, EvanTan, PingTaus, RhysChiarito, BrandonChou, John PaulGershtein, YuriHalkiadakis, EvaHart, AndrewHeindl, MaximilianHughes, ElliotKaplan, StevenKunnawalkam Elayavalli, RaghavKyriacou, SavvasLaflotte, IanLath, AmitabhMontalvo, RoyNash, KevinOsherson, MarcSaka, HalilSalur, SevilSchnetzer, SteveSheffield, DavidSomalwar, SunilStone, RobertThomas, ScottThomassen, PeterDelannoy, Andrés GHeideman, JosephRiley, GrantSpanier, StefanBouhali, OthmaneCelik, AliDalchenko, MykhailoDe Mattia, MarcoDelgado, AndreaDildick, SvenEusebi, RicardoGilmore, JasonHuang, TaoKamon, TerukiLuo, SifuMarley, DanielMueller, RyanOverton, DavidPerniè, LucaRathjens, DenisSafonov, AlexeiAkchurin, NuralDamgov, JordanDe Guio, FedericoDudero, Phillip RussellKunori, ShuichiLamichhane, KamalLee, Sung WonMengke, TieligeMuthumuni, SamilaPeltola, TimoUndleeb, SonainaVolobouev, IgorWang, ZhixingGreene, SentaGurrola, AlfredoJanjam, RaviJohns, WillardMaguire, CharlesMelo, AndrewNi, HongPadeken, KlaasRomeo, FrancescoRuiz Alvarez, José DavidSheldon, PaulTuo, ShengquanVelkovska, JuliaVerweij, MartaXu, QiaoArenton, Michael WayneBarria, PatriziaCox, BradleyHirosky, RobertJoyce, MatthewLedovskoy, AlexanderLi, HengneNeu, ChristopherSinthuprasith, TutanonWang, YanchuWolfe, EvanXia, FanHarr, RobertKarchin, Paul EdmundPoudyal, NabinSturdy, JaredThapa, PrakashZaleski, ShawnBuchanan, JamesCaillol, CécileCarlsmith, DuncanDasu, SridharaDe Bruyn, IsabelleDodd, LauraGomber, BhawnaGrothe, MonikaHerndon, MatthewHervé, AlainHussain, UsamaKlabbers, PamelaLanaro, ArmandoLong, KennethLoveless, RichardRuggles, TylerSavin, AlexanderSharma, VarunSmith, NicholasSmith, Wesley HWoods, Nathaniel2020-02-172020-02-172020-02-172019-03-28https://infoscience.epfl.ch/handle/20.500.14299/1660801903.12179New sets of CMS underlying-event parameters ("tunes") are presented for the PYTHIA8 event generator. These tunes use the NNPDF3.1 parton distribution functions (PDFs) at leading (LO), next-to-leading (NLO), or next-to-next-to-leading (NNLO) orders in perturbative quantum chromodynamics, and the strong coupling evolution at LO or NLO. Measurements of charged-particle multiplicity and transverse momentum densities at various hadron collision energies are fit simultaneously to determine the parameters of the tunes. Comparisons of the predictions of the new tunes are provided for observables sensitive to the global underlying event, soft multiparton interactions, and double-parton scattering contributions. In addition, comparisons are made for observables measured in various specific processes, such as multijet, Drell-Yan, and top quark-antiquark pair production. The simulation of the underlying event provided by the new tunes is interfaced to a higher-order matrix-element calculation. For the first time, predictions from PYTHIA8 obtained with tunes based on NLO or NNLO PDFs are shown to reliably describe minimum-bias and underlying-event data with a similar level of agreement to predictions from tunes using LO PDF sets.p p: scatteringp p: colliding beamsparton: distribution functioncharged particle: multiplicityjet: multiple productionunderlying eventCMSquantum chromodynamics: perturbation theoryperturbation theory: higher-ordertransverse momentumDrell-Yan processstrong couplingquark antiquarktop: pair productionhigher-order: 0higher-order: 1higher-order: 2numerical calculations: Monte Carlodensityexperimental resultstext::report