Back to Search Start Over

Restricted Boltzmann machines in quantum physics

Authors :
Juan Carrasquilla
J. Ignacio Cirac
Giuseppe Carleo
Roger G. Melko
Source :
Nature Physics. 15:887-892
Publication Year :
2019
Publisher :
Springer Science and Business Media LLC, 2019.

Abstract

A type of stochastic neural network called a restricted Boltzmann machine has been widely used in artificial intelligence applications for decades. They are now finding new life in the simulation of complex wavefunctions in quantum many-body physics.

Details

ISSN :
17452481 and 17452473
Volume :
15
Database :
OpenAIRE
Journal :
Nature Physics
Accession number :
edsair.doi...........17b085c7fc285140f07940f5a78e847e
Full Text :
https://doi.org/10.1038/s41567-019-0545-1