并行提供了分子基底状态的替代:在NISQ平台上弥合精度和效率
Nirmal Mammavalappil Rajan1, Ankit Khandelwal1, Manoj Nambiar2
1TCS Research, Tata Consultancy Services Ltd., Bengaluru, India 560066.
这项研究引入了一个新的低深度量子电路,用于变量量子Eigensolver (VQE) 计算. 拟议的方法大大降低了近期量子计算机上电子结构问题的错误和计算成本.
科学领域:
- 量子计算是一种量子计算.
- 计算化学是一种计算化学.
- 量子算法中的量子算法
背景情况:
- 变量量子Eigensolver (VQE) 是近期设备上的量子化学的关键.
- 硬件限制 (连贯性,保真性) 会导致错误,特别是在像UCCSD这样的深度电路中.
- 深度电路增加了VQE的计算成本和错误率.
研究的目的:
- 为VQE开发一个低深度的替代品,以克服硬件限制.
- 为了减少电路深度和门数,以进行准确的电子结构计算.
- 为了在当前的量子硬件上实现高效的量子化学模拟.
主要方法:
- 提出了一种使用平行Givens旋转的新型低深度替代品.
- 引入了一种系统的方法来选择分子轨道的活性空间 (AS).
- 验证了水,N2和O2键解离和相关系统上的替代物.
主要成果:
- 实现了与UCCSD相比的地面状态能量,电路深度减少了50-70%.
- 在噪音模拟中,与UCCSD相比,在噪音模拟中显示出明显较低的能量误差率 (数量级).
- 成功地恢复了大量的相关性能量,并减少了计算开销.
结论:
- 拟议的低深度替代品为VQE提供了一种高效和实用的替代方案.
- 这种方法减轻了硬件噪声和限制,提高了量子化学的准确性.
- 它有望在近期设备上推进化学中的量子计算.
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