4.5 Article

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

Journal

SCIPOST PHYSICS
Volume 7, Issue 6, Pages -

Publisher

SCIPOST FOUNDATION
DOI: 10.21468/SciPostPhys.7.6.080

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Funding

  1. Army Research Laboratory [W911NF-17-2-0147]
  2. Volkswagenstiftung
  3. European Union [765267]
  4. State Hessen Initiative for the Development of Scientific and Economic Excellence (LOEWE) within the focus project SMolBits

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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.

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