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浑浊介质中空间偏移拉曼光谱的材料无关特性:蒙特卡罗模拟

Material-agnostic characterization of spatially offset Raman spectroscopy in turbid media Monte Carlo simulations.

作者信息

Joven Zuriel Erikson, Raj Piyush, Barman Ishan

机构信息

Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA.

Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, USA.

出版信息

Analyst. 2024 Nov 4;149(22):5463-5475. doi: 10.1039/d4an01044b.

Abstract

Spatially offset Raman spectroscopy (SORS) is a transformative method for probing subsurface chemical compositions in turbid media. This systematic study of Monte Carlo simulations provides closed-form characterizations of key SORS parameters, such as the distribution of spatial origins of collected Raman photons and optimal SORS geometry to selectively interrogate a subsurface region of interest. These results are unified across an extensive range of material properties by multiplying spatial dimensions by the medium's effective attenuation coefficient, which can be calculated when the absorption and reduced scattering coefficients are known from the literature or experimentation. This method of spatial nondimensionalization is validated goodness-of-fit analysis on the aggregate models and by training a subsurface sample localization model on a heterogeneous population of materials. The findings reported here advance the understanding of SORS phenomena while providing a quantitative and widely applicable foundation for designing and interpreting SORS experiments, facilitating its application in disciplines such as biomedical, materials science, and cultural heritage fields.

摘要

空间偏移拉曼光谱(SORS)是一种用于探测浑浊介质中地下化学成分的变革性方法。这项对蒙特卡罗模拟的系统研究提供了关键SORS参数的闭式表征,例如收集到的拉曼光子的空间起源分布以及用于选择性询问感兴趣的地下区域的最佳SORS几何形状。通过将空间维度乘以介质的有效衰减系数,这些结果在广泛的材料特性范围内实现了统一,当吸收系数和约化散射系数可从文献或实验中得知时,即可计算出有效衰减系数。这种空间无量纲化方法通过对总体模型进行拟合优度分析以及在异质材料群体上训练地下样本定位模型来进行验证。本文报道的研究结果增进了对SORS现象的理解,同时为设计和解释SORS实验提供了定量且广泛适用的基础,促进了其在生物医学、材料科学和文化遗产等领域的应用。

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