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nucl-th2026
Cost-efficient Bayesian emulation of quark-gluon plasma modeling with variable statistical precision
R. Ehlers, Y. Ji, P. M. Jacobs +1
We present VarP-GP, a new cost-efficient Bayesian emulator for expensive computational models with variable statistical precision. We focus on the interpretation of measurements of…
nucl-th2025
Dynamical correlations across momentum scales in the quark-gluon plasma
Lipei Du, P. M. Jacobs
Experimental probes of the Quark-Gluon Plasma (QGP) generated in heavy-ion collisions span a broad range in momentum scale: low transverse momentum (low ) measurements probe c…
nucl-th2023
3D Multi-system Bayesian Calibration with Energy Conservation to Study Rapidity-dependent Dynamics of Nuclear Collisions
Andi Mankolli, Aaron Angerami, Ritu Arora +48
Considerable information about the early-stage dynamics of heavy-ion collisions is encoded in the rapidity dependence of measurements. To leverage the large amount of experimental…