Certificates of quantum many-body properties assisted by machine learning

Computationally intractable tasks are often encountered in physics and optimization. They usually comprise a cost function to be optimized over a so-called feasible set, which is specified by a set of constraints. This may yield, in general, to difficult and nonconvex optimization tasks. A number of...

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Bibliographic Details
Main Authors: Borja Requena, Gorka Muñoz-Gil, Maciej Lewenstein, Vedran Dunjko, Jordi Tura
Format: Article
Language:English
Published: American Physical Society 2023-02-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.5.013097