用克利福德电路分割量子化学模拟
Philipp Schleich1,2,3, Joseph Boen3,4, Lukasz Cincio3
1Department of Computer Science, University of Toronto, Toronto M5S 1A1, Canada.
Journal of chemical theory and computation
|July 25, 2023
概括
本研究探讨了使用变量量子自身溶解器进行高效的量子化学计算. 它引入了新的,经典高效的方法来克服复杂分子模拟的硬件限制.
科学领域:
- 量子计算是一种量子计算.
- 计算化学计算化学
- 量子信息科学 量子信息科学
背景情况:
- 目前的量子计算硬件受限于少数,杂的量子位,限制了复杂的分子模拟.
- 近期的量子计算机在对更大的分子进行精确的量子化学计算方面面临着挑战.
研究的目的:
- 在变量量子自溶解器框架内研究量子化学计算的经典和近古典处理的极限.
- 开发适合近期量子硬件的参数化波函数的高效替代品.
主要方法:
- 使用经典高效产品替代品,适应可分离对替代品的形式.
- 集成后处理来管理子系统相互作用.
- 使用纯克利福德或近克利福德电路来管理哈密尔顿条款,并使用模拟和遗传算法来进行电路优化.
主要成果:
- 展示了一种提高近期量子计算机分子模拟能力的方法.
- 展示了分子依赖电路结构的优化,以提高精度.
- 研究了在各种分子上提出的方法的范围和局限性.
结论:
- 开发的方法为在当前杂的量子硬件上执行更复杂的量子化学计算提供了一条途径.
- 物理动机,经典高效的替代品与优化的电路结构相结合,可以减轻有限量子比特可用性的局限性.
- 进一步的研究可以探索这种方法的应用到更广泛的化学系统.
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