一个开源的c++包,用于开放量子系统的高性能最优控制

Stefanie Günther, N. Petersson, J. Dubois
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引用次数: 14

摘要

量子最优控制可以用来塑造控制脉冲,以实现量子态的幺正和非幺正变换。这些控制脉冲提供了量子编译器和量子硬件之间的基本接口。目前大多数量子最优控制软件(例如Qutip[1]或Krotov[2])仅限于在共享内存平台上运行,限制了它们对较小量子系统的适用性,特别是如果考虑到与环境的相互作用。本文概述了开源代码Quandary,它旨在解决由Lindblad主方程建模的大型开放量子系统中的量子控制问题。Quandary在c++中实现,为分布式内存计算机使用消息传递范式,使其能够扩展到大量的计算核心。本文结合数值实例,概述了开放最优量子控制实现状态到状态转移、统一门优化和状态准备的现有理论进展,并介绍了在Quandary中实现的数值工具和实现方面,以便在现代高性能计算平台上部署。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quandary: An open-source C++ package for high-performance optimal control of open quantum systems
Quantum optimal control can be used to shape the control pulses for realizing unitary and non-unitary transformations of quantum states. These control pulses provide the fundamental interface between the quantum compiler and the quantum hardware. Most current software for quantum optimal control (e.g. Qutip [1] or Krotov [2]) is restricted to run on shared memory platforms, limiting their applicability to smaller quantum systems, in particular if interactions with the environment are taken into account. This paper gives an overview of the open-source code Quandary, which is designed to solve quantum control problems in larger open quantum systems modelled by Lindblad’s master equation. Implemented in C++, Quandary uses the message passing paradigm for distributed memory computers that enables scalability to large numbers of compute cores. Accompanied by numerical examples, this paper presents an overview on existing theoretical developments for open optimal quantum control realizing state-to-state transfer, unitary gate optimization as well as state-preparation, and presents the numerical tools and implementation aspect as realized in Quandary, for deployment on modern high-performance computing platforms.
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