We investigate identified particle production in Oxygen–Oxygen (O–O) collisions at (sqrt{s_textrm{NN}}=~)7 TeV using the A Multi-Phase Transport (AMPT) model with string melting (SM). The study employs transverse spherocity as an event-shape observable to classify events into jetty (hard-QCD dominated) and isotropic (soft-QCD dominated) categories. This classification enables a detailed examination of transverse momentum spectra ((p_textrm{T} )), mean transverse momentum ((langle p_textrm{T} rangle )), and integrated yields (dN/dy) for the identified particles: pions, kaons, and protons for different centrality classes. Our findings reveal distinct particle production behaviors between isotropic and jetty events. Isotropic events dominate low-(p_textrm{T}) regions, while jetty events contribute significantly at high-(p_textrm{T}), with a crossing point in the spectra that shifts with particle mass and collision centrality. Additionally, nuclear density profiles—Woods–Saxon, harmonic oscillator, and (alpha )-clustered—exhibit measurable effects on (langle p_textrm{T} rangle ) and yields, particularly in central collisions, with (alpha )-clustered profiles showing enhanced radial flow. The trends of (langle p_textrm{T} rangle ) and yield variations suggest that collective effects are more prominent in central events and for heavier particles. The results emphasize the utility of spherocity in probing QGP-like behavior and highlight the sensitivity of observables to the initial-state geometry. This work provides valuable theoretical input for upcoming experimental investigations at the LHC.
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