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Paper

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

MPS-Authors

Rodríguez,  Carla
Krenn Research Group, Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society;

Ollé,  Jan
Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society;

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Fulltext (public)

2301.09408.pdf
(Any fulltext), 4MB

Supplementary Material (public)

Bildschirmfoto 2023-01-24 um 11.31.50.png
(Supplementary material), 35KB

Citation

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


Cite as: https://hdl.handle.net/21.11116/0000-000C-734D-D
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.