Designing Variational Ansatz for Quantum-Enabled Simulation of Non-Unitary Dynamical Evolution - An Excursion into Dicke Supperradiance

IF 4.3 Q1 OPTICS Advanced quantum technologies Pub Date : 2024-04-29 DOI:10.1002/qute.202400088
Saurabh Shivpuje, Manas Sajjan, Yuchen Wang, Zixuan Hu, Sabre Kais
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Abstract

Adaptive Variational Quantum Dynamics (AVQD) algorithms offer a promising approach to providing quantum-enabled solutions for systems treated within the purview of open quantum dynamical evolution. In this study, the unrestricted-vectorization variant of AVQD is employed to simulate and benchmark various non-unitarily evolving systems. Exemplification of how construction of an expressible ansatz unitary and the associated operator pool can be implemented to analyze examples such as the Fenna–Matthews–Olson complex (FMO) and even the permutational invariant Dicke model of quantum optics. Furthermore, an efficient decomposition scheme is shown for the ansatz used, which can extend its applications to a wide range of other open quantum system scenarios in near future. In all cases the results obtained are in excellent agreement with exact numerical computations that bolsters the effectiveness of this technique. The successful demonstrations pave the way for utilizing this adaptive variational technique to study complex systems in chemistry and physics, like light-harvesting devices, thermal, and opto-mechanical switches, to name a few.

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为非单元动态演化的量子化模拟设计变式解析--对 Dicke Supperradiance 的探索
自适应变分量子动力学(AVQD)算法为开放量子动力学演化范围内的系统提供了一种有前途的量子化解决方案。在这项研究中,AVQD 的无限制矢量化变体被用来模拟和基准测试各种非单元演化系统。本研究举例说明了如何构建可表达的解析单元和相关算子池,以分析芬纳-马修斯-奥尔森复合物(FMO)等实例,甚至是量子光学的置换不变迪克模型。此外,我们还展示了一种高效的分解方案,可在不久的将来将其应用扩展到其他广泛的开放量子系统场景。在所有情况下,所获得的结果都与精确的数值计算结果非常吻合,从而增强了这一技术的有效性。这些成功的演示为利用这种自适应变分技术研究化学和物理学中的复杂系统铺平了道路,例如光收集设备、热和光机械开关等。
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