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Quenches near Ising quantum criticality as a challenge for artificial neural networks

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The near-critical unitary dynamics of quantum Ising spin chains in transversal and longitudinal magnetic fields is studied using an artificial neural network representation of the wave function. A focus is set on strong spatial correlations which build up in the system following a quench into the vi...

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Main Authors: Czischek, Stefanie (Author) , Gärttner, Martin (Author) , Gasenzer, Thomas (Author)
Format: Article (Journal)
Language:English
Published: 31 July 2018
In: Physical review
Year: 2018, Volume: 98, Issue: 2
ISSN:2469-9969
DOI:10.1103/PhysRevB.98.024311
Online Access:Verlag, Volltext: http://dx.doi.org/10.1103/PhysRevB.98.024311
Verlag, Volltext: https://link.aps.org/doi/10.1103/PhysRevB.98.024311
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Author Notes:Stefanie Czischek, Martin Gärttner, and Thomas Gasenzer
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Quenches near Ising quantum criticality as a challenge for artificial neural networks by Czischek, Stefanie (Author) , Gärttner, Martin (Author) , Gasenzer, Thomas (Author) ,


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