Restricted Boltzmann machines in quantum physics
Melko, Roger G., Carleo, Giuseppe, Carrasquilla, Juan, Cirac, J. Ignacio
Published in Nature physics (01.09.2019)
Published in Nature physics (01.09.2019)
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Journal Article
Machine learning quantum phases of matter beyond the fermion sign problem
Broecker, Peter, Carrasquilla, Juan, Melko, Roger G., Trebst, Simon
Published in Scientific reports (18.08.2017)
Published in Scientific reports (18.08.2017)
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Journal Article
Machine Learning Phases of Strongly Correlated Fermions
Ch’ng, Kelvin, Carrasquilla, Juan, Melko, Roger G., Khatami, Ehsan
Published in Physical review. X (30.08.2017)
Published in Physical review. X (30.08.2017)
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Journal Article
Universal Signatures of Fractionalized Quantum Critical Points
Isakov, Sergei V., Melko, Roger G., Hastings, Matthew B.
Published in Science (American Association for the Advancement of Science) (13.01.2012)
Published in Science (American Association for the Advancement of Science) (13.01.2012)
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Journal Article
Geometric mutual information at classical critical points
Stéphan, Jean-Marie, Inglis, Stephen, Fendley, Paul, Melko, Roger G
Published in Physical review letters (28.03.2014)
Published in Physical review letters (28.03.2014)
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Journal Article
Simulations of quantum XXZ models on two-dimensional frustrated lattices
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Journal Article
Conference Proceeding
Entanglement in gapless resonating-valence-bond states
Stéphan, Jean-Marie, Ju, Hyejin, Fendley, Paul, Melko, Roger G
Published in New journal of physics (01.01.2013)
Published in New journal of physics (01.01.2013)
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Journal Article
Valence bond and von Neumann entanglement entropy in Heisenberg ladders
Kallin, Ann B, González, Iván, Hastings, Matthew B, Melko, Roger G
Published in Physical review letters (11.09.2009)
Published in Physical review letters (11.09.2009)
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Journal Article