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arXiv 2406.02207cond-mat.mtrl-sci
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扫描透射电子显微镜中用于减轻损伤的扩散分布模型

Diffusion Distribution Model for Damage Mitigation in Scanning Transmission Electron Microscopy

Amirafshar Moshtaghpour, Abner Velazco-Torrejon, Daniel Nicholls, Alex W. Robinson, Angus I. Kirkland, Nigel D. Browning

AI总结:

针对STEM电子束损伤机制理解有限的问题,提出考虑仪器与样品参数的时空扩散过程数学框架,并设计扩散控制采样策略以约束累积扩散分布,从而最小化2维和4维实验中的电子束损伤。

摘要:

尽管扫描透射电子显微镜(STEM)被广泛用于观察原子尺度上的材料结构,但对某些相关的电子束损伤机制的理解仍然有限。最近的报告表明,某些类型的损伤可以被建模为扩散过程,并且必须保持该过程的累积效应处于较低水平以减少损伤。因此,我们开发了一个关于 STEM 中时空扩散过程的显式数学公式,同时考虑了仪器和样品参数。此外,我们的框架能够辅助设计扩散控制采样(DCS)策略,该策略在 STEM 中使用最优选择的探针位置,以约束累积扩散分布。数值模拟突出了不同实验 STEM 配置下累积扩散分布的变异性。这些分析和数值框架随后可用于精心设计 2 维和 4 维 STEM 实验,从而将电子束损伤降至最低。

英文摘要:

Despite the widespread use of Scanning Transmission Electron Microscopy (STEM) for observing the structure of materials at the atomic scale, a detailed understanding of some relevant electron beam damage mechanisms is limited. Recent reports suggest that certain types of damage can be modeled as a diffusion process and that the accumulation effects of this process must be kept low in order to reduce damage. We therefore develop an explicit mathematical formulation of spatiotemporal diffusion processes in STEM that take into account both instrument and sample parameters. Furthermore, our framework can aid the design of Diffusion Controlled Sampling (DCS) strategies using optimally selected probe positions in STEM, that constrain the cumulative diffusion distribution. Numerical simulations highlight the variability of the cumulative diffusion distribution for different experimental STEM configurations. These analytical and numerical frameworks can subsequently be used for careful design of 2- and 4-dimensional STEM experiments where beam damage is minimised.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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