Input-output optics as a causal time series mapping: A generative machine learning solution

The response of many-body quantum systems to an optical pulse can be extremely challenging to model. Here we explore the use of neural networks, both traditional and generative, to learn and thus simulate the response of such a system from data. The quantum system can be viewed as performing a compl...

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Veröffentlicht in:	Physical review research Jg. 7; H. 2; S. 023015
Hauptverfasser:	Sen, Abhijit, Parida, Bikram Keshari, Jacobs, Kurt, Bondar, Denys I.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	American Physical Society 01.04.2025
ISSN:	2643-1564, 2643-1564
Online-Zugang:	Volltext
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