23 citations · 84 across the 21 of their papers we have counts for
22 papers
Revisiting the role of saturation in diffractive vector meson production
Heikki Mäntysaari, Hendrik Roch, Björn Schenke +2
We perform a global Bayesian analysis of coherent and incoherent diffractive photoproduction in and collisions using a Color Glass Condensate (…
Nuclear structure and saturation effects from diffractive vector meson production
Heikki Mäntysaari, Hendrik Roch, Björn Schenke +2
We study exclusive vector meson production in ultraperipheral collisions (UPCs) of a wide range of nuclei, and assess the potential of measurements to constrain the small- struc…
Longitudinal Dynamics of Large and Small Systems from a 3D Bayesian Calibration of RHIC Top-energy Collision Data
A. Mankolli, C. Shen, M. Luzum +53
A comprehensive Bayesian analysis of the 3D dynamics of high-energy nuclear collisions is presented. We perform a systematic model-to-data comparison using simulations of large and…
Transport-based initial conditions for heavy-ion collisions at finite densities
H. Roch, G. Pihan, A. Monnai +53
We employ the SMASH transport model to provide event-by-event initial conditions for the energy-momentum tensor and conserved charge currents in hydrodynamic simulations of relativ…
Nuclear Suppression in Diffractive Vector Meson Production within the Color Glass Condensate Framework
Heikki Mäntysaari, Hendrik Roch, Farid Salazar +3
We extend a recent global Bayesian analysis of diffractive production in and collisions within the color glass condensate (CGC) framework to in…
Learning Informed Prior Distributions with Normalizing Flows for Bayesian Analysis
Hendrik Roch, Chun Shen
We investigate the use of normalizing flow (NF) models as flexible priors in Bayesian inference via Markov Chain Monte Carlo (MCMC) sampling for iterative Bayesian calibration. Tra…
Nuclear suppression in diffractive vector meson production within the color glass condensate framework
Heikki Mäntysaari, Hendrik Roch, Farid Salazar +3
We perform a global Bayesian analysis of diffractive production in and collisions within a Color Glass Condensate based framework. Using data f…
Global Bayesian Analysis of Photoproduction on Proton and Lead Targets
Heikki Mäntysaari, Hendrik Roch, Farid Salazar +3
We perform a global Bayesian analysis of diffractive production in and collisions using a color glass condensate (CGC) based calculation framew…
Bayesian Model Selection and Uncertainty Propagation for Beam Energy Scan Heavy-Ion Collisions
Syed Afrid Jahan, Hendrik Roch, Chun Shen
We apply the Bayesian model selection method (based on the Bayes factor) to optimize -dependence in the phenomenological parameters of the (3+1)-dimensional h…
Effects of hadronic reinteraction on jet fragmentation from small to large systems
Hendrik Roch, Aaron Angerami, Ritu Arora +49
We investigate the impact of the hadronic phase on jet quenching in nuclear collider experiments, an open question in heavy-ion physics. Previous studies in a simplified setup sugg…
Extraction of jet-medium interaction details through jet substructure for inclusive and gamma-tagged jets
Y. Tachibana, C. Sirimanna, A. Majumder +49
We present a comprehensive study of jet substructure modifications in high-energy heavy-ion collisions using both inclusive jets and -tagged jets, based on a multi-stage jet evo…
The effect of recoils on soft-drop-groomed observables in -tagged jets in a multistage approach
Y. Tachibana, C. Sirimanna, A. Majumder +49
We investigate medium-induced modifications to jet substructure observables that characterize hard components in central Pb-Pb collisions at ~TeV. Using a multi…
Hybrid Hadronization -- A Study of In-Medium Hadronization of Jets
A. Sengupta, R. J. Fries, M. Kordell +50
QCD jets are considered important probes for quark gluon plasma created in collisions of nuclei at high energies. Their parton showers are significantly altered if they develop ins…
Hard Photon Triggered Jets in - and - Collisions
C. Sirimanna, Y. Tachibana, A. Majumder +49
An investigation of high transverse momentum (high-) photon triggered jets in proton-proton (-) and ion-ion (-) collisions at and $5.02~\math…
A Gaussian Process Generative Model for QCD Equation of State
Jiaxuan Gong, Hendrik Roch, Chun Shen
We develop a generative model for the nuclear matter equation of state at zero net baryon density using the Gaussian Process Regression method. We impose first-principles theoretic…
Bayesian Inference analysis of jet quenching using inclusive jet and hadron suppression measurements
R. Ehlers, Y. Chen, J. Mulligan +50
The JETSCAPE Collaboration reports a new determination of the jet transport parameter in the Quark-Gluon Plasma (QGP) using Bayesian Inference, incorporating all availabl…
Bayesian analysis of (3+1)D relativistic nuclear dynamics with the RHIC beam energy scan data
Syed Afrid Jahan, Hendrik Roch, Chun Shen
This work presents a Bayesian inference study for relativistic heavy-ion collisions in the Beam Energy Scan program at the Relativistic Heavy-Ion Collider. The theoretical model si…
A soft-hard framework with exact four momentum conservation for small systems
I. Soudi, W. Zhao, A. Majumder +50
A new framework, called x-scape, for the combined study of both hard and soft transverse momentum sectors in high energy proton-proton (-) and proton-nucleus (-) collis…
Multiplicity dependence of (multi)strange hadrons in oxygen-oxygen collisions at TeV using EPOS4 and AMPT
M. U. Ashraf, A. M. Khan, J. Singh +3
It is anticipated that the Large Hadron Collider (LHC) will collect data from oxygen-oxygen () collisions at a center-of-mass energy of = 7 TeV to exp…
On model emulation and closure tests for 3+1D relativistic heavy-ion collisions
Hendrik Roch, Syed Afrid Jahan, Chun Shen
In nuclear and particle physics, reconciling sophisticated simulations with experimental data is vital for understanding complex systems like the Quark Gluon Plasma (QGP) generated…
Photon-triggered jets as probes of multi-stage jet modification
C. Sirimanna, Y. Tachibana, A. Angerami +50
Prompt photons are created in the early stages of heavy ion collisions and traverse the QGP medium without any interaction. Therefore, photon-triggered jets can be used to study th…
Measuring jet quenching with a Bayesian inference analysis of hadron and jet data by JETSCAPE
R. Ehlers, A. Angerami, R. Arora +50
The JETSCAPE Collaboration reports the first multi-messenger study of the QGP jet transport parameter using Bayesian inference, incorporating all available hadron and jet…