新型二维非局部相场晶体模型的计算与分析研究

Qiang Du, Kai Wang, Jianghui Yang
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摘要

本文介绍了非局部相场晶体(NPFC)模型,它是局部相场晶体(LPFC)模型的非局部对应模型,也是晶体生长和相变经典场理论衍生出的结构相场晶体(XPFC)的特例。NPFC 包含有限范围的空间非局部相互作用,可以解释排斥和吸引效应。其具体形式由数据驱动,通过与材料结构因子的拟合来确定,比 LPFC 和之前提出的分数变体要精确得多。特别是,它能够与结构因子的实验数据相匹配,直至第二个峰值,这是文献中研究的其他 PFC 变体无法实现的。LPFC 和分数 PFC(FPFC)也被证明是 NPFC 的明显缩放极限,这反映了其通用性。NPFC 在保留材料特性方面的优势表明,它可能更适合表征液固转换系统。此外,我们还研究了使用傅立叶频谱方法进行数值离散的问题,结果表明这些方法具有收敛性和渐近相容性,因此可以在不同参数范围内进行稳健的数值离散。我们给出了二维情况下的数值实验,以证明 NPFC 在模拟晶体结构和晶界方面的有效性。
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Computational and Analytical Studies of a New Nonlocal Phase-Field Crystal Model in Two Dimensions
A nonlocal phase-field crystal (NPFC) model is presented as a nonlocal counterpart of the local phase-field crystal (LPFC) model and a special case of the structural PFC (XPFC) derived from classical field theory for crystal growth and phase transition. The NPFC incorporates a finite range of spatial nonlocal interactions that can account for both repulsive and attractive effects. The specific form is data-driven and determined by a fitting to the materials structure factor, which can be much more accurate than the LPFC and previously proposed fractional variant. In particular, it is able to match the experimental data of the structure factor up to the second peak, an achievement not possible with other PFC variants studied in the literature. Both LPFC and fractional PFC (FPFC) are also shown to be distinct scaling limits of the NPFC, which reflects the generality. The advantage of NPFC in retaining material properties suggests that it may be more suitable for characterizing liquid-solid transition systems. Moreover, we study numerical discretizations using Fourier spectral methods, which are shown to be convergent and asymptotically compatible, making them robust numerical discretizations across different parameter ranges. Numerical experiments are given in the two-dimensional case to demonstrate the effectiveness of the NPFC in simulating crystal structures and grain boundaries.
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