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Torlai, Giacomo, Melko, Roger G. (2016) Learning thermodynamics with Boltzmann machines. Physical Review B, 94 (16) doi:10.1103/physrevb.94.165134

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Reference TypeJournal (article/letter/editorial)
TitleLearning thermodynamics with Boltzmann machines
JournalPhysical Review B
AuthorsTorlai, GiacomoAuthor
Melko, Roger G.Author
Year2016 (October 17)Volume94
Issue16
PublisherAmerican Physical Society (APS)
DOIdoi:10.1103/physrevb.94.165134Search in ResearchGate
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Mindat Ref. ID14243000Long-form Identifiermindat:1:5:14243000:4
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Full ReferenceTorlai, Giacomo, Melko, Roger G. (2016) Learning thermodynamics with Boltzmann machines. Physical Review B, 94 (16) doi:10.1103/physrevb.94.165134
Plain TextTorlai, Giacomo, Melko, Roger G. (2016) Learning thermodynamics with Boltzmann machines. Physical Review B, 94 (16) doi:10.1103/physrevb.94.165134
In(2016, October) Physical Review B Vol. 94 (16) American Physical Society (APS)

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Torlai, Giacomo, Melko, Roger G. (2017) Neural Decoder for Topological Codes. Physical Review Letters, 119 (3). doi:10.1103/physrevlett.119.030501
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Czischek, Stefanie, Torlai, Giacomo, Ray, Sayonee, Islam, Rajibul, Melko, Roger G. (2021) Simulating a measurement-induced phase transition for trapped-ion circuits. Physical Review A, 104 (6). doi:10.1103/physreva.104.062405
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Ponte, Pedro, Melko, Roger G. (2017) Kernel methods for interpretable machine learning of order parameters. Physical Review B, 96 (20) doi:10.1103/physrevb.96.205146
Torlai, Giacomo, Timar, Brian, van Nieuwenburg, Evert P. L., Levine, Harry, Omran, Ahmed, Keesling, Alexander, Bernien, Hannes, Greiner, Markus, Vuletić, Vladan, Lukin, Mikhail D., Melko, Roger G., Endres, Manuel (2019) Integrating Neural Networks with a Quantum Simulator for State Reconstruction. Physical Review Letters, 123 (23). doi:10.1103/physrevlett.123.230504
Beach, Matthew J. S., Golubeva, Anna, Melko, Roger G. (2018) Machine learning vortices at the Kosterlitz-Thouless transition. Physical Review B, 97 (4) doi:10.1103/physrevb.97.045207
Zhang, Yi, Melko, Roger G., Kim, Eun-Ah (2018) Publisher's Note: Machine learning Z2 quantum spin liquids with quasiparticle statistics [Phys. Rev. B 96 , 245119 (2017)]. Physical Review B, 97 (7) doi:10.1103/physrevb.97.079904
Chojnacki, Leilee, Cook, Caleb Q., Dalidovich, Denis, Hayward Sierens, Lauren E., Lantagne-Hurtubise, Étienne, Melko, Roger G., Vlaar, Tiffany J. (2016) Shape dependence of two-cylinder Rényi entropies for free bosons on a lattice. Physical Review B, 94 (16) doi:10.1103/physrevb.94.165136
Ju, Hyejin, Kallin, Ann B., Fendley, Paul, Hastings, Matthew B., Melko, Roger G. (2012) Entanglement scaling in two-dimensional gapless systems. Physical Review B, 85 (16) doi:10.1103/physrevb.85.165121
 
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