BEATRIZ
SEOANE BARTOLOMÉ
Postdoctoral UCM
Publicaciones (47) Publicaciones en las que ha participado algún/a investigador/a
2024
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Multifractality in spin glasses
Proceedings of the National Academy of Sciences of the United States of America, Vol. 121, Núm. 2
2023
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Explaining the effects of non-convergent MCMC in the training of Energy-Based Models
Proceedings of Machine Learning Research
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Learning a restricted Boltzmann machine using biased Monte Carlo sampling
SciPost Physics, Vol. 14, Núm. 3
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Memory and rejuvenation effects in spin glasses are governed by more than one length scale
Nature Physics, Vol. 19, Núm. 7, pp. 978-985
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Superposition principle and nonlinear response in spin glasses
Physical Review B, Vol. 107, Núm. 21
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Thermodynamics of bidirectional associative memories
Journal of Physics A: Mathematical and Theoretical, Vol. 56, Núm. 20
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Unsupervised hierarchical clustering using the learning dynamics of restricted Boltzmann machines
Physical Review E, Vol. 108, Núm. 1
2022
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Equilibrium and non-equilibrium regimes in the learning of restricted Boltzmann machines
Journal of Statistical Mechanics: Theory and Experiment, Vol. 2022, Núm. 11
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Soft disorder modulates the assembly path of protein complexes
PLoS Computational Biology, Vol. 18, Núm. 11
2021
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A scaling approach to estimate the age-dependent COVID-19 infection fatality ratio from incomplete data
PLoS ONE, Vol. 16, Núm. 2 February
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Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines
Advances in Neural Information Processing Systems
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Spin-glass dynamics in the presence of a magnetic field: Exploration of microscopic properties
Journal of Statistical Mechanics: Theory and Experiment, Vol. 2021, Núm. 3
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Temperature chaos is present in off-equilibrium spin-glass dynamics
Communications Physics, Vol. 4, Núm. 1
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The complexity of protein interactions unravelled from structural disorder
PLoS Computational Biology, Vol. 17, Núm. 1
2020
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Scaling Law Describes the Spin-Glass Response in Theory, Experiments, and Simulations
Physical Review Letters, Vol. 125, Núm. 23
2019
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Learning a local symmetry with neural networks
Physical Review E, Vol. 100, Núm. 5
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The Mpemba effect in spin glasses is a persistent memory effect
Proceedings of the National Academy of Sciences of the United States of America, Vol. 116, Núm. 31, pp. 15350-15355
2018
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Aging Rate of Spin Glasses from Simulations Matches Experiments
Physical Review Letters, Vol. 120, Núm. 26
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Low-temperature anomalies of a vapor deposited glass
Physical Review Materials, Vol. 2, Núm. 1
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Spin-glass-like aging in colloidal and granular glasses
Soft Matter, Vol. 14, Núm. 25, pp. 5222-5234