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Time-dependent variational principle for open quantum systems with artificial neural networks

We develop a variational approach to simulating the dynamics of open quantum many-body systems using deep autoregressive neural networks. The parameters of a compressed representation of a mixed quantum state are adapted dynamically according to the Lindblad master equation by employing a time-depen...

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Main Authors: Reh, Moritz (Author) , Schmitt, Markus (Author) , Gärttner, Martin (Author)
Format: Article (Journal)
Language:English
Published: 1 December 2021
In: Physical review letters
Year: 2021, Volume: 127, Issue: 23, Pages: 1-7
ISSN:1079-7114
DOI:10.1103/PhysRevLett.127.230501
Online Access:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1103/PhysRevLett.127.230501
Verlag, lizenzpflichtig, Volltext: https://link.aps.org/doi/10.1103/PhysRevLett.127.230501
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Author Notes:Moritz Reh, Markus Schmitt, and Martin Gärttner

MARC

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