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Page 1
Supervised and unsupervised machine learning of structural phases of polymers adsorbed to nanowires.
Phys Rev E. 2022 Mar;105(3-2):035304. doi: 10.1103/PhysRevE.105.035304.
Phys Rev E. 2022.
PMID: 35428161
Computational hardness of spin-glass problems with tile-planted solutions.
Perera D, Hamze F, Raymond J, Weigel M, Katzgraber HG.
Perera D, et al.
Phys Rev E. 2020 Feb;101(2-1):023316. doi: 10.1103/PhysRevE.101.023316.
Phys Rev E. 2020.
PMID: 32168655
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Determination of the Lowest-Energy States for the Model Distribution of Trained Restricted Boltzmann Machines Using a 1000 Qubit D-Wave 2X Quantum Computer.
Koshka Y, Perera D, Hall S, Novotny MA.
Koshka Y, et al. Among authors: perera d.
Neural Comput. 2017 Jul;29(7):1815-1837. doi: 10.1162/NECO_a_00974. Epub 2017 May 31.
Neural Comput. 2017.
PMID: 28562219
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From near to eternity: Spin-glass planting, tiling puzzles, and constraint-satisfaction problems.
Hamze F, Jacob DC, Ochoa AJ, Perera D, Wang W, Katzgraber HG.
Hamze F, et al. Among authors: perera d.
Phys Rev E. 2018 Apr;97(4-1):043303. doi: 10.1103/PhysRevE.97.043303.
Phys Rev E. 2018.
PMID: 29758754
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Magnetic phase transition in coupled spin-lattice systems: A replica-exchange Wang-Landau study.
Perera D, Vogel T, Landau DP.
Perera D, et al.
Phys Rev E. 2016 Oct;94(4-1):043308. doi: 10.1103/PhysRevE.94.043308. Epub 2016 Oct 17.
Phys Rev E. 2016.
PMID: 27841592
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