Publicaciones (35) Publicaciones en las que ha participado algún/a investigador/a

2024

  1. Multifractality in spin glasses

    Proceedings of the National Academy of Sciences of the United States of America, Vol. 121, Núm. 2

  2. Multiscaling in the 3D critical site-diluted Ising ferromagnet

    Journal of Statistical Mechanics: Theory and Experiment, Vol. 2024, Núm. 1

  3. Phase transition in the computational complexity of the shortest common superstring and genome assembly

    Physical Review E, Vol. 109, Núm. 1

  4. Shortcuts of Freely Relaxing Systems Using Equilibrium Physical Observables

    Physical Review Letters, Vol. 132, Núm. 11

  5. The QISG suite: High-performance codes for studying quantum Ising spin glasses

    Computer Physics Communications, Vol. 298

2023

  1. An Introduction to Machine Learning: a perspective from Statistical Physics

    Physica A: Statistical Mechanics and its Applications, Vol. 631

  2. Cosmology with cosmic web environments: II. Redshift-space auto and cross-power spectra

    Astronomy and Astrophysics, Vol. 674

  3. Deep convolutional and conditional neural networks for large-scale genomic data generation

    PLoS Computational Biology, Vol. 19, Núm. 10

  4. Erratum: Numerical test of the replica-symmetric Hamiltonian for correlations of the critical state of spin glasses in a field [Phys. Rev. E 105, 054106 (2022)

    Physical review. E

  5. Explaining the effects of non-convergent MCMC in the training of Energy-Based Models

    Proceedings of Machine Learning Research

  6. Finite-size scaling of the random-field Ising model above the upper critical dimension

    Physical Review E, Vol. 108, Núm. 4

  7. Learning a restricted Boltzmann machine using biased Monte Carlo sampling

    SciPost Physics, Vol. 14, Núm. 3

  8. Memory and rejuvenation effects in spin glasses are governed by more than one length scale

    Nature Physics, Vol. 19, Núm. 7, pp. 978-985

  9. Numerical Simulations and Replica Symmetry Breaking

    Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years (World Scientific Publishing Co.), pp. 69-93

  10. Superposition principle and nonlinear response in spin glasses

    Physical Review B, Vol. 107, Núm. 21

  11. Thermodynamics of bidirectional associative memories

    Journal of Physics A: Mathematical and Theoretical, Vol. 56, Núm. 20

  12. Unsupervised hierarchical clustering using the learning dynamics of restricted Boltzmann machines

    Physical Review E, Vol. 108, Núm. 1

2022

  1. Cosmology with cosmic web environments: I. Real-space power spectra

    Astronomy and Astrophysics, Vol. 661

  2. Equilibrium and non-equilibrium regimes in the learning of restricted Boltzmann machines

    Journal of Statistical Mechanics: Theory and Experiment, Vol. 2022, Núm. 11

  3. Numerical test of the replica-symmetric Hamiltonian for correlations of the critical state of spin glasses in a field

    Physical Review E, Vol. 105, Núm. 5