Abstract:This paper presents the measurements of $$\pi ^{\pm }$$π±, $$\mathrm {K}^{\pm }$$K±, $$\text {p}$$p and $$\overline{\mathrm{p}} $$p¯ transverse momentum ($$p_{\text {T}}$$pT) spectra as a function of charged-particle multiplicity density in proton–proton (pp) collisions at $$\sqrt{s}\ =\ 13\ \text {TeV}$$s=13TeV with the ALICE detector at the LHC. Such study allows us to isolate the center-of-mass energy dependence of light-flavour particle production. The measurements reported here cover a $$p_{\text {T}}$$pT… Show more
“…The bump at intermediate p T resembles the Cronin effect [38] observed in p-Pb collisions [39]. Albeit the effect is rather large (≈40%), it is worth mentioning that, given the limitations of the multiplicity estimators used in the experiments [23], the bump has not been observed in pp data [21].…”
Section: Resultsmentioning
confidence: 72%
“…Results within the string percolation framework have also been reported [19]. Moreover, HERWIG7.1 [20], which recently updated its CR model, has significantly improved the description of hadron-to-pion ratios as a function of charged-particle multiplicity [21]. From the above discussion, it is clear that the unified description of the observed phenomena across different collision systems is still an open problem [22].…”
Multiparton interactions (MPI) in pp collisions have attracted the attention of the heavy-ion community since they can help to elucidate the origin of collectivelike effects discovered in small collision systems at the LHC. In this work, we report that in PYTHIA8.244, the charged-particle production in events with a large number of MPI (N mpi) normalized to that obtained in minimum-bias pp collisions shows interesting features. After the normalization to the corresponding hN mpi i, the ratios as a function of p T exhibit a bump at p T ≈ 3 GeV=c; and for higher p T (> 8 GeV=c), the ratios are independent of N mpi. While the size of the bump increases with increasing N mpi , the behavior at high p T is expected from the "binary scaling" (partonparton interactions), which holds given the absence of any parton-energy loss mechanism in PYTHIA. The bump at intermediate p T is reminiscent of the Cronin effect observed for the nuclear modification factor in p-Pb collisions. In order to unveil these effects in data, we propose a strategy to construct an event classifier sensitive to MPI using machine learning-based regression. The study is conducted using TMVA, and the regression is performed with boosted decision trees (BDT). Event properties like forward charged-particle multiplicity, transverse spherocity and the average transverse momentum (hp T i) are used for training. The kinematic cuts are defined in accordance with the ALICE detector capabilities. For the validation of the method and to find possible model dependence, we also compare the results from PYTHIA8.244 with HERWIG7.1. In addition, we also report that if we apply the trained BDT on existing (INEL > 0) pp data, i.e., events with at least one primary charged-particle within jηj < 1, the average number of MPI in pp collisions at ffiffi ffi s p ¼ 5.02 and 13 TeV are 3.76 AE 1.01 and 4.65 AE 1.01, respectively.
“…The bump at intermediate p T resembles the Cronin effect [38] observed in p-Pb collisions [39]. Albeit the effect is rather large (≈40%), it is worth mentioning that, given the limitations of the multiplicity estimators used in the experiments [23], the bump has not been observed in pp data [21].…”
Section: Resultsmentioning
confidence: 72%
“…Results within the string percolation framework have also been reported [19]. Moreover, HERWIG7.1 [20], which recently updated its CR model, has significantly improved the description of hadron-to-pion ratios as a function of charged-particle multiplicity [21]. From the above discussion, it is clear that the unified description of the observed phenomena across different collision systems is still an open problem [22].…”
Multiparton interactions (MPI) in pp collisions have attracted the attention of the heavy-ion community since they can help to elucidate the origin of collectivelike effects discovered in small collision systems at the LHC. In this work, we report that in PYTHIA8.244, the charged-particle production in events with a large number of MPI (N mpi) normalized to that obtained in minimum-bias pp collisions shows interesting features. After the normalization to the corresponding hN mpi i, the ratios as a function of p T exhibit a bump at p T ≈ 3 GeV=c; and for higher p T (> 8 GeV=c), the ratios are independent of N mpi. While the size of the bump increases with increasing N mpi , the behavior at high p T is expected from the "binary scaling" (partonparton interactions), which holds given the absence of any parton-energy loss mechanism in PYTHIA. The bump at intermediate p T is reminiscent of the Cronin effect observed for the nuclear modification factor in p-Pb collisions. In order to unveil these effects in data, we propose a strategy to construct an event classifier sensitive to MPI using machine learning-based regression. The study is conducted using TMVA, and the regression is performed with boosted decision trees (BDT). Event properties like forward charged-particle multiplicity, transverse spherocity and the average transverse momentum (hp T i) are used for training. The kinematic cuts are defined in accordance with the ALICE detector capabilities. For the validation of the method and to find possible model dependence, we also compare the results from PYTHIA8.244 with HERWIG7.1. In addition, we also report that if we apply the trained BDT on existing (INEL > 0) pp data, i.e., events with at least one primary charged-particle within jηj < 1, the average number of MPI in pp collisions at ffiffi ffi s p ¼ 5.02 and 13 TeV are 3.76 AE 1.01 and 4.65 AE 1.01, respectively.
“…The thermal particle spectra are obtained from a simple freeze-out surface with a given freeze-out temperature and with parametrized radial velocity profile. This thermal blast-wave model has been used extensively in the past to fit and characterize the experimentally measured identified particle spectra [59][60][61][62].…”
Section: Transverse Momentum Spectra Of Charm Hadronsmentioning
In relativistic nuclear collisions the production of hadrons with light (u,d,s) quarks is quantitatively described in the framework of the Statistical Hadronization Model (SHM). Charm quarks are dominantly produced in initial hard collisions but interact strongly in the hot fireball and thermalize. Therefore charmed hadrons can be incorporated into the SHM by treating charm quarks as ‘impurities’ with thermal distributions, while the total charm content of the fireball is fixed by the measured open charm cross section. We call this model SHMc and demonstrate that with SHMc the measured multiplicities of single charm hadrons in lead-lead collisions at LHC energies can be well described with the same thermal parameters as for (u,d,s) hadrons. Furthermore, transverse momentum distributions are computed in a blast-wave model, which includes the resonance decay kinematics. SHMc is extended to lighter collision systems down to oxygen-oxygen and includes doubly- and triply-charmed hadrons. We show predictions for production probabilities of such states exhibiting a characteristic and quite spectacular enhancement hierarchy.
“…Fits of the low part of p T -spectra (up to 2-3 GeV/c) of identified charged particles using the Blast-wave model yield the temperature at the kinetic freeze-out (T kin ) and the average collective radial flow velocity (< β T >) of the system. Figure 4 shows the results of Blast-wave fits in terms of T kin and < β T > for proton-proton, proton-Pb, and Pb-Pb collisions [17,18]. Going from left to right along the x-axis, one moves from collisions yielding low to high particle multiplicity.…”
Our universe was born about 13.8 billion years ago from an extremely hot and dense singular point, in a process known as the Big Bang. The hot and dense matter which dominated the system within a few microseconds of its birth was in the form of a soup of elementary quarks and gluons, known as the quark-gluon plasma (QGP). Signatures compatible with the formation of the QGP matter have experimentally been observed in heavy-ion (such as Au or Pb) collisions at ultra-relativistic energies. Recently, experimental data of proton-proton (pp) collisions at the CERN Large Hadron Collider (LHC) have also shown signals resembling those of the QGP formation, which made these studies quite stimulating as to how the collision of small systems features in producing the early universe signals. In this article, we report on some of the compelling experimental results and give an account of the present understanding. We review the pp physics program at the LHC and discuss future prospects in the context of exploring the nature of the primordial matter in the early universe.
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