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A scientific portrait of Giorgio Parisi: complex systems and much more
A thermodynamic framework for the additive manufacturing of crystallizing polymers. Part I: A theory that accounts for phase change, shrinkage, warpage and residual stress
Quenched complexity of equilibria for asymmetric generalized Lotka–Volterra equations
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Equilibrium fluctuations in mean-field disordered models
Gradient descent dynamics in the mixed p-spin spherical model: finite-size simulations and comparison with mean-field integration
Giampaolo Folena, Silvio Franz and Federico Ricci-Tersenghi Journal of Statistical Mechanics: Theory and Experiment 2021(3) 033302 (2021) https://doi.org/10.1088/1742-5468/abe29f
Dynamical instantons and activated processes in mean-field glass models
Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala and Lenka Zdeborova IEEE Transactions on Information Theory 67(2) 1156 (2021) https://doi.org/10.1109/TIT.2020.3033985
Surfing on minima of isostatic landscapes: avalanches and unjamming transition
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Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures
Carlo Baldassi, Enrico M Malatesta, Matteo Negri and Riccardo Zecchina Journal of Statistical Mechanics: Theory and Experiment 2020(12) 124012 (2020) https://doi.org/10.1088/1742-5468/abcd31
Random-field Ising model criticality in a glass-forming liquid
Shaping the learning landscape in neural networks around wide flat minima
Carlo Baldassi, Fabrizio Pittorino and Riccardo Zecchina Proceedings of the National Academy of Sciences 117(1) 161 (2020) https://doi.org/10.1073/pnas.1908636117
Fundamental limits of detection in the spiked Wigner model
Out-of-equilibrium dynamical equations of infinite-dimensional particle systems. II. The anisotropic case under shear strain
Elisabeth Agoritsas, Thibaud Maimbourg and Francesco Zamponi Journal of Physics A: Mathematical and Theoretical 52(33) 334001 (2019) https://doi.org/10.1088/1751-8121/ab2b68
Configurational entropy of glass-forming liquids
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Activated dynamics of the Ising p-spin disordered model with finite number of variables
Out-of-equilibrium dynamical equations of infinite-dimensional particle systems I. The isotropic case
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Quenched dynamics of classical isolated systems: the spherical spin model with two-body random interactions or the Neumann integrable model
Leticia F Cugliandolo, Gustavo S Lozano, Nicolás Nessi, Marco Picco and Alessandro Tartaglia Journal of Statistical Mechanics: Theory and Experiment 2018(6) 063206 (2018) https://doi.org/10.1088/1742-5468/aac2fe
Role of Synaptic Stochasticity in Training Low-Precision Neural Networks
Calorimetric glass transition in a mean-field theory approach
Manuel Sebastian Mariani, Giorgio Parisi and Corrado Rainone Proceedings of the National Academy of Sciences 112(8) 2361 (2015) https://doi.org/10.1073/pnas.1500125112
Random-Field-like Criticality in Glass-Forming Liquids
Exact theory of dense amorphous hard spheres in high dimension. III. The full replica symmetry breaking solution
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Critical Dynamical Heterogeneities Close to Continuous Second-Order Glass Transitions