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Creators/Authors contains: "Putschke, J."

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  1. ; ; ; ; ; ; ; ; ; ; et al ( , Physical Review C)

    We study parton energy-momentum exchange with the quark gluon plasma (QGP) within a multistage approach composed of in-medium Dokshitzer-Gribov-Lipatov-Altarelli-Parisi evolution at high virtuality, and (linearized) Boltzmann transport formalism at lower virtuality. This multistage simulation is then calibrated in comparison with high-pTcharged hadrons,Dmesons, and the inclusive jet nuclear modification factors, using Bayesian model-to-data comparison, to extract the virtuality-dependent transverse momentum broadening transport coefficientq̂. To facilitate this undertaking, we develop a quantitative metric for validating the Bayesian workflow, which is used to analyze the sensitivity of various model parameters to individual observables. The usefulness of this new metric in improving Bayesian model emulation is shown to be highly beneficial for future such analyses.

    Published by the American Physical Society2024 
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    Free, publicly-accessible full text available June 1, 2025
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  5. ; ; ; ; ; ; ; ; ; ; et al ( , Physics Letters B)
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  7. ; ; ; ; ; ; ; ; ; ; et al ( , Physics Letters B)
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  8. ; ; ; ; ; ; ; ; ; ; et al ( , Nuclear Physics A)
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  9. ; ; ; ; ; ; ; ; ; ; et al ( , Physics Letters B)
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  10. ; ; ; ; ; ; ; ; ; ; et al ( , Physical Review C)
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