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

Authors :
Michael H. Goerz, Daniel Basilewitsch, Fernando Gago-Encinas, Matthias G. Krauss, Karl P. Horn, Daniel M. Reich, Christiane P. Koch
Source :
SciPost Physics, Vol 7, Iss 6, p 080 (2019)
Publication Year :
2019
Publisher :
SciPost, 2019.

Abstract

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.

Subjects

Subjects :
Physics
QC1-999

Details

Language :
English
ISSN :
25424653
Volume :
7
Issue :
6
Database :
Directory of Open Access Journals
Journal :
SciPost Physics
Publication Type :
Academic Journal
Accession number :
edsdoj.165cd3701584e94bb2d32038cabf380
Document Type :
article
Full Text :
https://doi.org/10.21468/SciPostPhys.7.6.080