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- W4309130069 abstract "Machine learning algorithms designed to learn dynamical systems from data can be used to forecast, control and interpret the observed dynamics. In this work we exemplify the use of one of such algorithms, namely Koopman operator learning, in the context of open quantum system dynamics. We will study the dynamics of a small spin chain coupled with dephasing gates and show how Koopman operator learning is an approach to efficiently learn not only the evolution of the density matrix, but also of every physical observable associated to the system. Finally, leveraging the spectral decomposition of the learned Koopman operator, we show how symmetries obeyed by the underlying dynamics can be inferred directly from data." @default.
- W4309130069 created "2022-11-23" @default.
- W4309130069 creator A5050747663 @default.
- W4309130069 date "2022-11-12" @default.
- W4309130069 modified "2023-09-27" @default.
- W4309130069 title "Learning dynamical systems: an example from open quantum system dynamics" @default.
- W4309130069 doi "https://doi.org/10.48550/arxiv.2211.06678" @default.
- W4309130069 hasPublicationYear "2022" @default.
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