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用量子蒙特卡罗方法优化能量:Jastrow-Slater展开式的更低数值标度

Optimizing the Energy with Quantum Monte Carlo: A Lower Numerical Scaling for Jastrow-Slater Expansions.

作者信息

Assaraf Roland, Moroni S, Filippi Claudia

机构信息

Sorbonne Universités, UPMC Univ Paris 06, CNRS, Laboratoire de Chimie Théorique (UMR7616), 4 place Jussieu F-75252 Paris, France.

CNR-IOM DEMOCRITOS, Istituto Officina dei Materiali, and SISSA Scuola Internazionale Superiore di Studi Avanzati, Via Bonomea 265, I-34136 Trieste, Italy.

出版信息

J Chem Theory Comput. 2017 Nov 14;13(11):5273-5281. doi: 10.1021/acs.jctc.7b00648. Epub 2017 Oct 5.

Abstract

We present an improved formalism for quantum Monte Carlo calculations of energy derivatives and properties (e.g., the interatomic forces), with a multideterminant Jastrow-Slater function. As a function of the number N of Slater determinants, the numerical scaling of O(N) per derivative we have recently reported is here lowered to O(N) for the entire set of derivatives. As a function of the number of electrons N, the scaling to optimize the wave function and the geometry of a molecular system is lowered to O(N) + O(NN), the same as computing the energy alone in the sampling process. The scaling is demonstrated on linear polyenes up to CH and the efficiency of the method is illustrated with the structural optimization of butadiene and octatetraene with Jastrow-Slater wave functions comprising as many as 200 000 determinants and 60 000 parameters.

摘要

我们提出了一种改进的形式体系,用于使用多行列式Jastrow - Slater函数进行能量导数和性质(例如原子间力)的量子蒙特卡罗计算。作为斯莱特行列式数量N的函数,我们最近报道的每个导数O(N)的数值缩放比例在此处降低到了整个导数集的O(N)。作为电子数量N的函数,优化分子系统波函数和几何结构的缩放比例降低到了O(N) + O(NN),与在采样过程中单独计算能量时相同。这种缩放比例在长达CH的线性多烯上得到了证明,并且该方法的效率通过使用包含多达200 000个行列式和60 000个参数的Jastrow - Slater波函数对丁二烯和辛四烯进行结构优化得到了说明。

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