arXivDaily arXiv每日学术速递 周一至周五更新
arXiv周末暂无论文更新,休息一下吧,周末愉快~~
arXiv 2409.01439cond-mat.mtrl-scicond-mat.mes-hallphysics.comp-phphysics.ins-det
收藏

计算复杂离散位错结构的大尺度分子动力学模拟虚拟暗场X射线显微镜图像

Computing virtual dark-field X-ray microscopy images of complex discrete dislocation structures from large-scale molecular dynamics simulations

Yifan Wang, Nicolas Bertin, Dayeeta Pal, Sara J. Irvine, Kento Katagiri, Robert E. Rudd, Leora E. Dresselhaus-Marais

AI总结:

本文提出一种可扩展的DD-DFXM正向模型,结合非奇异应变计算与几何光学算法,从分子动力学模拟的复杂位错结构生成虚拟暗场X射线图像,并验证其解析位错倍增特征的潜力。

摘要:

暗场X射线显微镜(DFXM)是一种新颖的基于衍射的成像技术,能够无损地绘制块体材料中晶体缺陷引起的局部变形。尽管研究表明DFXM可以空间映射三维缺陷几何形状,但对于与宏观晶体塑性相关的高位错密度系统,解释DFXM图像仍然具有挑战性。本工作开发了一种可扩展的正向模型,用于计算从原子模拟中获得的复杂离散位错(DD)结构的虚拟DFXM图像。我们的新型DD-DFXM模型集成了用于从DD结构计算局部应变的非奇异公式,以及用于从应变计算DFXM图像的高效几何光学算法。我们将该模型应用于单晶硅压缩加载的大尺度分子动力学(MD)模拟所获得的复杂DD结构。模拟的DFXM图像在多个滑移系之间的位错表现出显著的特征对比度,展示了DFXM解析位错倍增特征的潜力。集成的DD-DFXM模型为DFXM实验设计和图像解释提供了一个工具箱,适用于块体晶体塑性背景下的冲击塑性及更广泛材料科学社区的各类测量。

英文摘要:

Dark-field X-ray Microscopy (DFXM) is a novel diffraction-based imaging technique that non-destructively maps the local deformation from crystalline defects in bulk materials. While studies have demonstrated that DFXM can spatially map 3D defect geometries, it is still challenging to interpret DFXM images of the high dislocation density systems relevant to macroscopic crystal plasticity. This work develops a scalable forward model to calculate virtual DFXM images for complex discrete dislocation (DD) structures obtained from atomistic simulations. Our new DD-DFXM model integrates a non-singular formulation for calculating the local strain from the DD structures and an efficient geometrical optics algorithm for computing the DFXM image from the strain. We apply the model to complex DD structures obtained from a large-scale molecular dynamics (MD) simulation of compressive loading on a single-crystal silicon. Simulated DFXM images exhibit prominent feature contrast for dislocations between the multiple slip systems, demonstrating the DFXM's potential to resolve features from dislocation multiplication. The integrated DD-DFXM model provides a toolbox for DFXM experimental design and image interpretation in the context of bulk crystal plasticity for the breadth of measurements across shock plasticity and the broader materials science community.

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。

↑