Model-free Rayleigh weight from x-ray Thomson scattering measurements

Tobias Dornheim, Hannah M. Bellenbaum, Mandy Bethkenhagen, Stephanie B. Hansen, Maximilian P. Böhme, Tilo Döppner, Luke B. Fletcher, Thomas Gawne, Dirk O. Gericke, Sebastien Hamel, Dominik Kraus, Michael J. MacDonald, Zhandos A. Moldabekov, Thomas R. Preston, Ronald Redmer, Maximilian Schörner, Sebastian Schwalbe, Panagiotis Tolias, Jan Vorberger
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Abstract

X-ray Thomson scattering (XRTS) has emerged as a powerful tool for the diagnostics of matter under extreme conditions. In principle, it gives one access to important system parameters such as the temperature, density, and ionization state, but the interpretation of the measured XRTS intensity usually relies on theoretical models and approximations. In this work, we show that it is possible to extract the Rayleigh weight -- a key property that describes the electronic localization around the ions -- directly from the experimental data without the need for any model calculations or simulations. As a practical application, we consider an experimental measurement of strongly compressed Be at the National Ignition Facility (NIF) [D\"oppner \emph{et al.}, \textit{Nature} \textbf{618}, 270-275 (2023)]. In addition to being interesting in their own right, our results will open up new avenues for diagnostics from \emph{ab initio} simulations, help to further constrain existing chemical models, and constitute a rigorous benchmark for theory and simulations.
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从 X 射线汤姆逊散射测量得出的无模型瑞利权重
X 射线汤姆逊散射(XRTS)已成为在极端条件下诊断物质的有力工具。从原理上讲,它可以让我们获得重要的系统参数,如温度、密度和电离状态,但对测量到的 XRTS 强度的解释通常依赖于理论模型和近似值。在这项工作中,我们展示了直接从实验数据中提取瑞利权重(描述离子周围电子定位的关键属性)的可能性,而无需任何模型计算或模拟。作为实际应用,我们考虑了美国国家点火装置(NIF)对强压缩殴打的实验测量[D\"opner \emph{et al.},textit{Nature} \textbf{618}, 270-275 (2023)]。除了其本身的意义之外,我们的结果还将为从 (emph{ab initio}模拟中进行诊断开辟新的途径,有助于进一步约束现有的化学模型,并构成理论和模拟的严格基准。
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