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Listar por autor "Muñoz-Gil, Gorka"

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Listar por autor "Muñoz-Gil, Gorka"

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    Diffusion Through a Network of Compartments Separated by Partially-Transmitting Boundaries 
    Muñoz-Gil, Gorka; Garcia March, Miguel Angel; Manzo, Carlo; Celi, Alessio; Lewenstein, Maciej (Frontiers Media, 2019-03-18)
    [EN] We study the random walk of a particle in a compartmentalized environment, as realized in biological samples or solid state compounds. Each compartment is characterized by its length L and the boundaries transmittance ...
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    Efficient training of energy-based models via spin-glass control 
    Pozas-Kerstjens, Alejandro; Muñoz-Gil, Gorka; Piñol, Eloy; Garcia March, Miguel Angel; Acín, Antonio; Lewenstein, Maciej; Grzybowski, Przemyslaw R. (IOP Publishing, 2021-06)
    [EN] We introduce a new family of energy-based probabilistic graphical models for efficient unsupervised learning. Its definition is motivated by the control of the spin-glass properties of the Ising model described by the ...