Cargando…

Implementation of machine learning techniques to predict impact parameter and transverse spherocity in heavy-ion collisions at the LHC

Machine learning techniques have been quite popular recently in the high-energy physics community and have led to numerous developments in this field. In heavy-ion collisions, one of the crucial observables, the impact parameter, plays an important role in the final-state particle production. This b...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mishra, Aditya Nath, Mallick, Neelkamal, Tripathy, Sushanta, Deb, Suman, Sahoo, Raghunath
Lenguaje:	eng
Publicado:	2021
Materias:	nucl-th Nuclear Physics - Theory nucl-ex Nuclear Physics - Experiment hep-ex Particle Physics - Experiment hep-ph Particle Physics - Phenomenology
Acceso en línea:	https://dx.doi.org/10.22323/1.397.0265 http://cds.cern.ch/record/2788682

Ejemplares similares

Estimation of Impact Parameter and Transverse Spherocity in heavy-ion collisions at the LHC energies using Machine Learning
por: Mallick, Neelkamal, et al.
Publicado: (2021)

Transverse spherocity dependence of azimuthal anisotropy in heavy-ion collisions at the LHC using a multi-phase transport model
por: Mallick, Neelkamal, et al.
Publicado: (2021)

Investigating radial-flow-like effects via pseudorapidity and transverse spherocity dependence of particle production in pp collisions at the LHC
por: R, Aswathy Menon K., et al.
Publicado: (2023)

Estimation of impact parameter and transverse spherocity in heavy-ion collisions at the LHC using machine learning techniques
por: Mallick, Neelkamal, et al.
Publicado: (2022)

Event topology and constituent-quark scaling of elliptic flow in heavy-ion collisions at the Large Hadron Collider using a multiphase transport model
por: Mallick, Neelkamal, et al.
Publicado: (2021)

Event topology and global observables in heavy-ion collisions at the Large Hadron Collider
por: Prasad, Suraj, et al.
Publicado: (2021)

Estimating Elliptic Flow Coefficient in Heavy Ion Collisions using Deep Learning
por: Mallick, Neelkamal, et al.
Publicado: (2022)

Charged-particle production as a function of multiplicity and transverse spherocity in pp collisions at $\sqrt{s} =5.02$ and 13 TeV
por: Acharya, Shreyasi, et al.
Publicado: (2019)

Multiplicity Dependence of Non-extensive Parameters for Strange and Multi-Strange Particles in Proton-Proton Collisions at $\sqrt{s}= 7$ TeV at the LHC
por: Khuntia, Arvind, et al.
Publicado: (2017)

Study of the jet transport coefficient at the Large Hadron Collider energies using Color String Percolation Model
por: Sahu, Dushmanta, et al.
Publicado: (2021)

Possible formation of a perfect fluid in $pp$, $p$–Pb, Xe–Xe and Pb–Pb collisions at the Large Hadron Collider energies: a color string percolation approach
por: Sahu, Dushmanta, et al.
Publicado: (2020)

Jet Transport Coefficient at the Large Hadron Collider Energies in a Color String Percolation Approach
por: Mishra, Aditya Nath, et al.
Publicado: (2021)

Effective-energy universality approach describing total multiplicity centrality dependence in heavy-ion collisions
por: Sarkisyan-Grinbaum, Edward K., et al.
Publicado: (2018)

Bose-Einstein condensation of pions in proton–proton collisions at the Large Hadron Collider using non-extensive Tsallis statistics
por: Deb, Suman, et al.
Publicado: (2021)

Charmonium suppression in ultra-relativistic proton–proton collisions at LHC energies: a hint for QGP in small systems
por: Singh, Captain R., et al.
Publicado: (2021)

Extension of Glauber-like model for Proton-Proton collisions using anisotropic and inhomogeneous density profile
por: Deb, Suman, et al.
Publicado: (2021)

Event multiplicity, transverse momentum and energy dependence of charged particle production, and system thermodynamics in $pp$ collisions at the Large Hadron Collider
por: Rath, Rutuparna, et al.
Publicado: (2019)

Energy dependence of $\phi$(1020) production at mid-rapidity in pp collisions with ALICE at the LHC
por: Tripathy, Sushanta
Publicado: (2018)

An insight into strangeness with $\phi$(1020) production in small to large collision systems with ALICE at the LHC
por: Tripathy, Sushanta
Publicado: (2021)

Topological studies of light-flavor hadron production in pp, p-Pb, and Pb-Pb collisions with ALICE at the LHC
por: Tripathy, Sushanta
Publicado: (2020)

Topological studies of light-flavor hadron production in high multiplicity pp collisions with ALICE at the LHC
por: Tripathy, Sushanta
Publicado: (2020)

Soft QCD results from ALICE
por: Tripathy, Sushanta
Publicado: (2021)

Predictions on global properties in O+O collisions at the Large Hadron Collider using a multi-phase transport model
por: Behera, Debadatta, et al.
Publicado: (2021)

Analysis of identified particle transverse momentum spectra produced in pp, p--Pb and Pb--Pb collisions at the LHC using Tsallis--Pareto-type function
por: Yang, Pei-Pin, et al.
Publicado: (2021)

Study of charged particle multiplicity, average transverse momentum and azimuthal anisotropy in Xe+Xe collisions at $\sqrt{s_{NN}}$ = 5.44 TeV using AMPT model
por: Kundu, Sourav, et al.
Publicado: (2018)

Event-by-event fluctuations of mean transverse momentum in Pb–Pb and Xe–Xe collisions with ALICE
por: Tripathy, Tulika
Publicado: (2023)

Do Proton+Proton Collisions at the LHC Energies Produce Droplets of Quark-Gluon Plasma?
por: Sahoo, Raghunath
Publicado: (2020)

Possible Formation of QGP-droplets in Proton-Proton Collisions at the CERN Large Hadron Collider
por: Sahoo, Raghunath
Publicado: (2019)

Global properties in O+O collisions at $\sqrt{s_{NN}}= 7 $ TeV using a multi-phase transport model
por: Behera, Debadatta, et al.
Publicado: (2022)

Characterizing Proton-Proton Collisions at the Large Hadron Collider with Thermal Properties
por: Sahu, Dushmanta, et al.
Publicado: (2021)

Hadronic resonances production with ALICE at the LHC
por: Tripathy, Sushanta
Publicado: (2019)

Charming Charm, Beautiful Bottom, and Quark-Gluon Plasma in the Large Hadron Collider Era
por: Das, Santosh K., et al.
Publicado: (2021)

Exploring the effect of hadron cascade-time on particle production in Xe+Xe collisions at $\sqrt {s_{NN}}$ = 5.44 TeV through a multi-phase transport model
por: Pradhan, Girija Sankar, et al.
Publicado: (2021)

Possible early universe signals in proton collisions at the Large Hadron Collider
por: Sahoo, Raghunath, et al.
Publicado: (2021)

Effect of limited statistics on higher order cumulants measurement in heavy-ion collision experiments
por: Pandav, Ashish, et al.
Publicado: (2018)

Hadron gas in the presence of a magnetic field using non-extensive statistics: A transition from diamagnetic to paramagnetic system
por: Pradhan, Girija Sankar, et al.
Publicado: (2021)

Exclusive $\omega$ meson muoproduction on transversely polarised protons
por: Adolph, C., et al.
Publicado: (2016)

Fluidity of the system produced in relativistic pp and heavy-ion collisions: Hadron resonance gas model approach
por: Scaria, Ronald, et al.
Publicado: (2022)

Flow dominance and factorization of transverse momentum correlations in Pb-Pb collisions at the LHC
por: Adam, Jaroslav, et al.
Publicado: (2017)

Factorization and transverse phase-space parton distributions
por: Wu, Bin
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_vchfvpj3glglbc9lf1vu9s4f6l