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The domain of soft hadrons in transverse momentum space in high energy collisions

Jun Song, Hai-hong Li, Feng-lan Shao

TL;DR

This paper addresses how soft and hard processes shape hadron transverse-momentum spectra across $pp$, $p$-Pb, and AA collisions by identifying two curvature-based points, $p_0$ and $p_1$, in the second derivative of the log-spectrum, enabling a three-region momentum-space classification. Using Levy-Tsallis fits (and its variants) plus local smoothing, the authors extract $p_0$ and $p_1$ for multiple identified hadrons, examining their dependence on hadron species, collision energy, system size, and event activity, and revealing a notable $p_0$–$\langle p_T\rangle$ correlation with baryon/meson distinctions. They further relate the observed patterns to hadronization mechanisms via an equal-velocity combination (EVC) model, linking pre-hadronization quark spectra to hadron $p_T$ distributions and reproducing qualitative baryon–meson differences. The work provides a data-driven, quantitative criterion for the soft–hard boundary in high-energy collisions and highlights how soft expansion and hadronization shape the spectra across collision systems and centralities.

Abstract

By studying experimental data for invariant transverse momentum distribution $f(p_{T})$ of hadrons in high energy $pp$, $p$A and AA collisions, we find two characteristic $p_{T}$ points relating to the behavior of $\left[\ln f(p_{T})\right]^{''}$, i.e., the second derivative of the logarithm of hadronic $p_{T}$ spectrum with respect to $p_{T}$. One point is $p_{0}$ at which $\left[\ln f(p_{T})\right]^{''}$ is zero and another point is $p_{1}$ at which $\left[\ln f(p_{T})\right]^{''}$ reaches maximum. \bz{The hadronic distribution can be classified into three kinetic regions, i.e., soft region $0<p_{T}<p_{0}$ dominated by hadrons from soft parton system, hard region $p_{T}>p_{1}$ dominated by hadrons from high energy partonic jet, and the transition region $p_{0}<p_{T}<p_{1}$ of above two sources of hadron production.} Using rich data of hadronic $p_{T}$ spectra at RHIC and LHC, we carry out a systematical analysis for $p_{0}$ and $p_{1}$ of kaon, $K^{*}$, $φ$ and baryons such as $p$, $Λ$, $Ξ$, $Ω$ in $pp$, $p$-Pb and heavy-ion collisions, and show their dependence on hadron species, collision energy, collision centrality and/or charged-particle multiplicity. We also study the correlation between $p_{0}$ of hadrons and their average transverse momentum $\left\langle p_{T}\right\rangle $, and find a difference between $p_{0}$-$\left\langle p_{T}\right\rangle $ correlation of baryons and that of mesons which can be understood by quark combination mechanism at hadronization. The systematic comparison for $p_{0}$-$\left\langle p_{T}\right\rangle $ correlation of kaon, $φ$, $p$ and $Λ$ in $pp$, $p$-Pb, Pb-Pb and Au+Au collisions at RHIC and LHC energies indicates that $p_{0}$ is a sensitive physical quantity of reflecting the production property of soft hadrons in high energy collisions.

The domain of soft hadrons in transverse momentum space in high energy collisions

TL;DR

This paper addresses how soft and hard processes shape hadron transverse-momentum spectra across , -Pb, and AA collisions by identifying two curvature-based points, and , in the second derivative of the log-spectrum, enabling a three-region momentum-space classification. Using Levy-Tsallis fits (and its variants) plus local smoothing, the authors extract and for multiple identified hadrons, examining their dependence on hadron species, collision energy, system size, and event activity, and revealing a notable correlation with baryon/meson distinctions. They further relate the observed patterns to hadronization mechanisms via an equal-velocity combination (EVC) model, linking pre-hadronization quark spectra to hadron distributions and reproducing qualitative baryon–meson differences. The work provides a data-driven, quantitative criterion for the soft–hard boundary in high-energy collisions and highlights how soft expansion and hadronization shape the spectra across collision systems and centralities.

Abstract

By studying experimental data for invariant transverse momentum distribution of hadrons in high energy , A and AA collisions, we find two characteristic points relating to the behavior of , i.e., the second derivative of the logarithm of hadronic spectrum with respect to . One point is at which is zero and another point is at which reaches maximum. \bz{The hadronic distribution can be classified into three kinetic regions, i.e., soft region dominated by hadrons from soft parton system, hard region dominated by hadrons from high energy partonic jet, and the transition region of above two sources of hadron production.} Using rich data of hadronic spectra at RHIC and LHC, we carry out a systematical analysis for and of kaon, , and baryons such as , , , in , -Pb and heavy-ion collisions, and show their dependence on hadron species, collision energy, collision centrality and/or charged-particle multiplicity. We also study the correlation between of hadrons and their average transverse momentum , and find a difference between - correlation of baryons and that of mesons which can be understood by quark combination mechanism at hadronization. The systematic comparison for - correlation of kaon, , and in , -Pb, Pb-Pb and Au+Au collisions at RHIC and LHC energies indicates that is a sensitive physical quantity of reflecting the production property of soft hadrons in high energy collisions.

Paper Structure

This paper contains 6 sections, 12 equations, 14 figures, 5 tables.

Figures (14)

  • Figure 1: (a) $p_{T}$ spectrum of proton at mid-rapidity in 60-80% centrality in Pb-Pb collisions at $\sqrt{s_{NN}}=2.76$ TeV ALICE:2014juv and three fitting lines; (b) the second derivative of the logarithm of the fitting functions with respect to $p_{T}$.
  • Figure 2: (a) $p_{T}$ spectrum of proton at mid-rapidity in 0-5% centrality in Pb-Pb collisions at $\sqrt{s_{NN}}=2.76$ TeV ALICE:2014juv and two fitting lines; (b) the second derivative of the logarithm of the spectrum and two fitting functions with respect to $p_{T}$.
  • Figure 3: (a) $p_{T}$ spectrum of $\Lambda$ at mid-rapidity in 0-5% centrality in Pb-Pb collisions at $\sqrt{s_{NN}}=2.76$ TeV ALICE:2013cdo and three global fittings with Eq. (\ref{['eq:fpt_levy_v0']}) labeled “ Levy fit”, Eq. (\ref{['eq:fpt_levy_v2']}) labeled “ Levy_v2 fit” and Eq. (\ref{['eq:fpt_levy_v3']}) labeled “ Levy_v3 fit” ; (b) Ratios of data to fittings.
  • Figure 4: (a) Results (lines) of Levy-Tsallis fittings for experimental data of $p_{T}$ spectra of identified hadrons at mid-rapidity in inelastic $pp$ collisions at $\sqrt{s}=13$ TeV ALICE:2020jshALICE:2023egx and (b) the obtained $p_{0}$ (open circles) and $p_{1}$ (open squares).
  • Figure 5: $p_{0}$ and $p_{1}$ of identified hadrons at mid-rapidity in inelastic $pp$ collisions at $\sqrt{s}=13,7,5.02,2.76$ TeV and those in NSD events in $pp$ collisions at $\sqrt{s}=200$ GeV and those at 900 GeV ($|y|<2$).
  • ...and 9 more figures