论文标题

贝叶斯对QGP喷气运输的分析使用多尺度建模应用于包容性强子和重建喷气数据

Bayesian analysis of QGP jet transport using multi-scale modeling applied to inclusive hadron and reconstructed jet data

论文作者

Ehlers, R., Angerami, A., Arora, R., Bass, S. A., Cao, S., Chen, Y., Du, L., Dai, T., Elfner, H., Fan, W., Fries, R. J., Gale, C., He, Y., Heffernan, M., Heinz, U., Jacak, B. V., Jacobs, P. M., Jeon, S., Ji, Y., Kasper, L., Ke, W., Kelsey, M., Kordell II, M., Kumar, A., Latessa, J., Lee, Y. -J., Liyanage, D., Lopez, A., Luzum, M., Mak, S., Majumder, A., Mankolli, A., Martin, C., Mehryar, H., Mengel, T., Mulligan, J., Nattrass, C., Oliinychenko, D., Paquet, J. -F., Putschke, J. H., Roland, G., Schenke, B., Schwiebert, L., Sengupta, A., Shen, C., Silva, A., Sirimanna, C., Soeder, D., Soltz, R. A., Soudi, I., Staudenmaier, J., Strickland, M., Tachibana, Y., Velkovska, J., Vujanovic, G., Wang, X. -N., Wolpert, R. L., Zhao, W.

论文摘要

Jetscape协作报告了使用在RHIC和LHC测量的重建喷射和强子数据的Quark-Gluon等离子体中喷气运输系数的新确定。 Jetscape框架结合了QGP动力学演化的详细建模;一种多阶段的理论方法,用于中等射流进化和中等反应;和贝叶斯推断,以定量比较模型计算和数据。多阶段框架结合了多个模型,以涵盖中等内部淋浴进化的广泛范围,并具有动态选择模型,取决于帕顿的当前虚拟性或能量。 我们将讨论多阶段建模的物理学,然后提出一种新的贝叶斯分析,其中包含了它。该分析扩展了最近发布的Jetscape确定射流参数$ \ hat {q} $,该确定仅基于包含强子抑制数据,通过结合重建的淬火喷气测量值。我们探讨了喷气传输系数对QGP温度以及喷气能量和虚拟性的功能依赖性,并报告了在宽范围内,用强子和重建的喷气数据与$ \ sqrt和$ \ sqrt {s _ {s _ {\ text {nn}}} $报告了当前使用强子和重建喷射数据的一致性和紧张。该分析代表了对喷气淬灭现象学综合分析计划的下一步及其对QGP属性的约束。

The JETSCAPE Collaboration reports a new determination of jet transport coefficients in the Quark-Gluon Plasma, using both reconstructed jet and hadron data measured at RHIC and the LHC. The JETSCAPE framework incorporates detailed modeling of the dynamical evolution of the QGP; a multi-stage theoretical approach to in-medium jet evolution and medium response; and Bayesian inference for quantitative comparison of model calculations and data. The multi-stage framework incorporates multiple models to cover a broad range in scale of the in-medium parton shower evolution, with dynamical choice of model that depends on the current virtuality or energy of the parton. We will discuss the physics of the multi-stage modeling, and then present a new Bayesian analysis incorporating it. This analysis extends the recently published JETSCAPE determination of the jet transport parameter $\hat{q}$ that was based solely on inclusive hadron suppression data, by incorporating reconstructed jet measurements of quenching. We explore the functional dependence of jet transport coefficients on QGP temperature and jet energy and virtuality, and report the consistency and tensions found for current jet quenching modeling with hadron and reconstructed jet data over a wide range in kinematics and $\sqrt{s_{\text{NN}}}$. This analysis represents the next step in the program of comprehensive analysis of jet quenching phenomenology and its constraint of properties of the QGP.

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