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[使用量子计算机对量子系统进行化学模拟——算法综述及其实验验证]

[Chemical simulations of quantum systems using quantum computers - review of algorithms and their experimental verification].

作者信息

Wojciechowski Konrad, Kurowski Krzysztof, Mazurek Cezary

机构信息

Poznańskie Centrum Superkomputerowo-Sieciowe, Instytut Chemii Bioorganicznej Polskiej Akademii Nauk, Poznań.

出版信息

Postepy Biochem. 2024 Jul 1;70(2):257-265. doi: 10.18388/pb.2021_536.

Abstract

Computer simulations using ever-increasing computing power and machine learning techniques allow advanced molecular modelling, molecular dynamics simulations and studies of intermolecular interactions. However, due to the complexity of biological systems and chemical processes at the molecular level, their accurate representation using classical computer models and techniques has faced a number of significant limitations for many years. A new and promising direction for the development of computational science and its potential applications in biochemistry is quantum computing and its integration with classical high-performance supercomputing systems. This article responds to the growing interest in the use of available quantum computers in exemplary applications. In this paper, we aim to provide an overview of the basic notions involved in the development of quantum algorithms and simulations related to issues at the interface of quantum chemistry and biochemistry. In addition, the article introduces the basic principles of performing simulations using the state-of-the-art quantum computers in the era of Noisy Intermediate-Scale Quantum (NISQ). Experimental results of the classical-quantum algorithm Variational Quantum Eigensolver (VQE) for example molecules H2 and CH+ are also presented. Despite the many shortcomings of currently available quantum computers, the analysed VQE algorithm proved to be effective in approximating the ground state of molecules using a minimal functional basis.

摘要

利用不断增强的计算能力和机器学习技术进行的计算机模拟,能够实现先进的分子建模、分子动力学模拟以及分子间相互作用研究。然而,由于生物系统和分子水平化学过程的复杂性,多年来,使用经典计算机模型和技术对其进行精确表征面临诸多重大限制。计算科学发展及其在生物化学领域潜在应用的一个新的、有前景的方向是量子计算及其与经典高性能超级计算机系统的集成。本文回应了人们对在典型应用中使用现有量子计算机日益增长的兴趣。在本文中,我们旨在概述与量子化学和生物化学交叉领域问题相关的量子算法和模拟开发中涉及的基本概念。此外,本文还介绍了在有噪声中等规模量子(NISQ)时代使用最先进量子计算机进行模拟的基本原理。还给出了针对示例分子H2和CH+的经典 - 量子算法变分量子本征求解器(VQE)的实验结果。尽管当前可用量子计算机存在诸多缺点,但经分析的VQE算法在使用最小函数基近似分子基态方面被证明是有效的。

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