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Melko, Roger G., Carleo, Giuseppe, Carrasquilla, Juan, Cirac, J. Ignacio (2019) Restricted Boltzmann machines in quantum physics. Nature Physics, 15 (9). 887-892 doi:10.1038/s41567-019-0545-1

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Reference TypeJournal (article/letter/editorial)
TitleRestricted Boltzmann machines in quantum physics
JournalNature Physics
AuthorsMelko, Roger G.Author
Carleo, GiuseppeAuthor
Carrasquilla, JuanAuthor
Cirac, J. IgnacioAuthor
Year2019 (September)Volume15
Issue9
PublisherSpringer Science and Business Media LLC
DOIdoi:10.1038/s41567-019-0545-1Search in ResearchGate
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Mindat Ref. ID4750436Long-form Identifiermindat:1:5:4750436:5
GUID0
Full ReferenceMelko, Roger G., Carleo, Giuseppe, Carrasquilla, Juan, Cirac, J. Ignacio (2019) Restricted Boltzmann machines in quantum physics. Nature Physics, 15 (9). 887-892 doi:10.1038/s41567-019-0545-1
Plain TextMelko, Roger G., Carleo, Giuseppe, Carrasquilla, Juan, Cirac, J. Ignacio (2019) Restricted Boltzmann machines in quantum physics. Nature Physics, 15 (9). 887-892 doi:10.1038/s41567-019-0545-1
In(2019, September) Nature Physics Vol. 15 (9) Springer Science and Business Media LLC

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Carrasquilla, Juan, Melko, Roger G. (2017) Machine learning phases of matter. Nature Physics, 13 (5). 431-434 doi:10.1038/nphys4035
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McBrian, Kristopher, Carleo, Giuseppe, Khatami, Ehsan (2019) Ground state phase diagram of the one-dimensional Bose-Hubbard model from restricted Boltzmann machines. Journal of Physics: Conference Series, 1290. 12005pp. doi:10.1088/1742-6596/1290/1/012005
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Morawetz, Stewart, De Vlugt, Isaac J. S., Carrasquilla, Juan, Melko, Roger G. (2021) U(1)-symmetric recurrent neural networks for quantum state reconstruction. Physical Review A, 104 (1). doi:10.1103/physreva.104.012401
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