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TurboRVB:一种用于量子蒙特卡罗从头算电子模拟的多体工具包。

TurboRVB: A many-body toolkit for ab initio electronic simulations by quantum Monte Carlo.

作者信息

Nakano Kousuke, Attaccalite Claudio, Barborini Matteo, Capriotti Luca, Casula Michele, Coccia Emanuele, Dagrada Mario, Genovese Claudio, Luo Ye, Mazzola Guglielmo, Zen Andrea, Sorella Sandro

机构信息

International School for Advanced Studies (SISSA), Via Bonomea 265, 34136 Trieste, Italy.

Aix-Marseille Université, CNRS, CINaM UMR 7325, Campus de Luminy, 13288 Marseille, France.

出版信息

J Chem Phys. 2020 May 29;152(20):204121. doi: 10.1063/5.0005037.

DOI:10.1063/5.0005037
PMID:32486669
Abstract

TurboRVB is a computational package for ab initio Quantum Monte Carlo (QMC) simulations of both molecular and bulk electronic systems. The code implements two types of well established QMC algorithms: Variational Monte Carlo (VMC) and diffusion Monte Carlo in its robust and efficient lattice regularized variant. A key feature of the code is the possibility of using strongly correlated many-body wave functions (WFs), capable of describing several materials with very high accuracy, even when standard mean-field approaches [e.g., density functional theory (DFT)] fail. The electronic WF is obtained by applying a Jastrow factor, which takes into account dynamical correlations, to the most general mean-field ground state, written either as an antisymmetrized geminal power with spin-singlet pairing or as a Pfaffian, including both singlet and triplet correlations. This WF can be viewed as an efficient implementation of the so-called resonating valence bond (RVB) Ansatz, first proposed by Pauling and Anderson in quantum chemistry [L. Pauling, The Nature of the Chemical Bond (Cornell University Press, 1960)] and condensed matter physics [P.W. Anderson, Mat. Res. Bull 8, 153 (1973)], respectively. The RVB Ansatz implemented in TurboRVB has a large variational freedom, including the Jastrow correlated Slater determinant as its simplest, but nontrivial case. Moreover, it has the remarkable advantage of remaining with an affordable computational cost, proportional to the one spent for the evaluation of a single Slater determinant. Therefore, its application to large systems is computationally feasible. The WF is expanded in a localized basis set. Several basis set functions are implemented, such as Gaussian, Slater, and mixed types, with no restriction on the choice of their contraction. The code implements the adjoint algorithmic differentiation that enables a very efficient evaluation of energy derivatives, comprising the ionic forces. Thus, one can perform structural optimizations and molecular dynamics in the canonical NVT ensemble at the VMC level. For the electronic part, a full WF optimization (Jastrow and antisymmetric parts together) is made possible, thanks to state-of-the-art stochastic algorithms for energy minimization. In the optimization procedure, the first guess can be obtained at the mean-field level by a built-in DFT driver. The code has been efficiently parallelized by using a hybrid MPI-OpenMP protocol, which is also an ideal environment for exploiting the computational power of modern Graphics Processing Unit accelerators.

摘要

TurboRVB是一个用于分子和体电子系统的从头算量子蒙特卡罗(QMC)模拟的计算软件包。该代码实现了两种成熟的QMC算法:变分蒙特卡罗(VMC)和其稳健高效的晶格正则化变体扩散蒙特卡罗。该代码的一个关键特性是可以使用强关联多体波函数(WFs),即使在标准平均场方法(如密度泛函理论(DFT))失效时,也能够以非常高的精度描述多种材料。通过将考虑动态关联的Jastrow因子应用于最一般的平均场基态来获得电子WF,该基态可以写成具有自旋单重态配对的反对称双电子幂或写成包含单重态和三重态关联的Pfaffian。这种WF可以被视为所谓共振价键(RVB)假设的一种有效实现,该假设分别由鲍林和安德森在量子化学[L. 鲍林,《化学键的本质》(康奈尔大学出版社,1960年)]和凝聚态物理[P.W. 安德森,《材料研究通报》8,153(1973年)]中首次提出。TurboRVB中实现的RVB假设具有很大的变分自由度,包括Jastrow关联斯莱特行列式作为其最简单但不平凡的情况。此外,它具有显著的优势,即计算成本可控,与评估单个斯莱特行列式所花费的成本成正比。因此,将其应用于大型系统在计算上是可行的。WF在一个局域基组中展开。实现了几种基组函数,如高斯型、斯莱特型和混合型,对其收缩的选择没有限制。该代码实现了伴随算法微分,能够非常高效地评估能量导数,包括离子力。因此,可以在VMC水平的正则NVT系综中进行结构优化和分子动力学模拟。对于电子部分,由于用于能量最小化的先进随机算法,使得全WF优化(Jastrow部分和反对称部分一起)成为可能。在优化过程中,初始猜测可以通过内置的DFT驱动程序在平均场水平获得。该代码通过使用混合MPI-OpenMP协议进行了高效并行化,这也是利用现代图形处理单元加速器计算能力的理想环境。

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