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  AI-discovery of a new charging protocol in a micromaser quantum battery

Rodríguez, C., Rosa, D., & Ollé, J. (2023). AI-discovery of a new charging protocol in a micromaser quantum battery. arXiv, 2301.09408.

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 Creators:
Rodríguez, Carla1, Author
Rosa, Dario, Author
Ollé, Jan2, Author
Affiliations:
1Krenn Research Group, Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society, Staudtstraße 2, 91058 Erlangen, DE, ou_3345237              
2Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society, Staudtstraße 2, 91058 Erlangen, DE, ou_2421700              

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Free keywords: Quantum Physics, quant-ph
 Abstract: We propose a general computational framework for optimizing model-dependent
parameters in quantum batteries (QB). We apply this method to two different
charging scenarios in the micromaser QB and we discover a new charging protocol
for stabilizing the battery in upper-laying Hilbert space chambers in a
controlled and automatic way. This protocol is found to be stable and robust,
and it leads to an improved charging efficiency in micromaser QBs. Moreover,
our optimization framework is highly versatile and efficient, holding great
promise for the advancement of QB technologies at all scales.

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 Dates: 2023-01-23
 Publication Status: Published online
 Pages: 15 pages, 7 figures
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 Table of Contents: -
 Rev. Type: -
 Identifiers: arXiv: 2301.09408
 Degree: -

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Title: arXiv
Source Genre: Commentary
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Pages: - Volume / Issue: - Sequence Number: 2301.09408 Start / End Page: - Identifier: -