Krotov: A Python implementation of Krotov's method for quantum optimal control

We present a new open-source Python package, krotov, implementing the quantum optimal control method of that name. It allows to determine time-dependent external fields for a wide range of quantum control problems, including state-to-state transfer, quantum gate implementation and optimization towar...

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Veröffentlicht in:arXiv.org 2019-12
Hauptverfasser: Goerz, Michael H, Basilewitsch, Daniel, Gago-Encinas, Fernando, Krauss, Matthias G, Horn, Karl P, Reich, Daniel M, Koch, Christiane P
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Sprache:eng
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Zusammenfassung:We present a new open-source Python package, krotov, implementing the quantum optimal control method of that name. It allows to determine time-dependent external fields for a wide range of quantum control problems, including state-to-state transfer, quantum gate implementation and optimization towards an arbitrary perfect entangler. Krotov's method compares to other gradient-based optimization methods such as gradient-ascent and guarantees monotonic convergence for approximately time-continuous control fields. The user-friendly interface allows for combination with other Python packages, and thus high-level customization. The package is being developed at https://github.com/qucontrol/krotov
ISSN:2331-8422
DOI:10.48550/arxiv.1902.11284