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arXiv 2302.07460cond-mat.mtrl-sci
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固体中力与应力的计算:借助辅助场量子蒙特卡洛实现精确结构优化

Computation of forces and stresses in solids: Towards accurate structural optimization with auxiliary-field quantum Monte Carlo

Siyuan Chen, Shiwei Zhang

AI总结:

本文提出利用辅助场量子蒙特卡洛结合反向传播、平面波基组和模守恒赝势,消除力与应力计算中的技术障碍,实现固体块体材料的精确几何优化并为声子谱多体计算奠定基础。

摘要:

精确计算力和其他能量导数长期以来一直是量子蒙特卡洛方法面临的挑战,许多技术障碍共同导致了这一挑战。我们讨论了如何利用辅助场量子蒙特卡洛(AFQMC)方法消除这些障碍。AFQMC是一种适用于分子和固体的通用、高精度、多体总能量方法。通过为纯估计量实现反向传播,可以直接利用Hellmann-Feynman定理计算能量梯度。采用平面波基组和模守恒赝势来研究周期性块体材料。平面波基组的完备性最大限度地减小了所谓Pulay项的影响。离子赝势可以以与标准独立电子方法完全相同的方式纳入AFQMC,从而规范力和应力估计量,并消除蒙特卡洛方差的任何潜在发散。由此得到的方法能够对块体材料进行完整的几何结构优化,也为固体声子谱的多体计算铺平了道路。

英文摘要:

The accurate computation of forces and other energy derivatives has been a long-standing challenge for quantum Monte Carlo methods. A number of technical obstacles contribute to this challenge. We discuss how these obstacles can be removed with the auxiliary-field quantum Monte Carlo (AFQMC) approach. AFQMC is a general, high-accuracy, many-body total-energy method for molecules and solids. The implementation of back-propagation for pure estimators allows direct calculation of gradients of the energy via the Hellmann-Feynman theorem. A planewave basis with norm-conserving pseudopotentials is used for the study of periodic bulk materials. Completeness of the planewave basis minimizes the effect of so-called Pulay terms. The ionic pseudopotentials, which can be incorporated in AFQMC in exactly the same manner as in standard independent-electron methods, regulate the force and stress estimators and eliminate any potential divergence of the Monte Carlo variances. The resulting approach allows applications of full geometry optimizations in bulk materials. It also paves the way for many-body computations of the phonon spectrum in solids.

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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