Solving the quantum many-body problem with artificial neural networks

The challenge posed by the many-body problem in quantum physics originates from the difficulty of describing the nontrivial correlations encoded in the exponential complexity of the many-body wave function. Here we demonstrate that systematic machine learning of the wave function can reduce this com...

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Bibliographic Details
Published in:Science (American Association for the Advancement of Science) Vol. 355; no. 6325; p. 602
Main Authors: Carleo, Giuseppe, Troyer, Matthias
Format: Journal Article
Language:English
Published: United States 10.02.2017
ISSN:1095-9203, 1095-9203
Online Access:Get more information
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