| Titre : |
Spin Glass Theory and Far Beyond : Replica Symmetry Breaking After 40 Years |
| Type de document : |
texte imprimé |
| Auteurs : |
Patrick Charbonneau, Auteur ; Enzo Marinari, Auteur ; Marc Mézard, Auteur ; Giorgio Parisi, Auteur ; Federico Ricci-Tersenghi, Auteur |
| Editeur : |
Singapore : World scientific publishing |
| Année de publication : |
2023 |
| Importance : |
XII-727 P. |
| Présentation : |
Relie, couv. ill en coul., graph. |
| Format : |
25 cm |
| ISBN/ISSN/EAN : |
978-981-1273919-- |
| Langues : |
Anglais (eng) |
| Catégories : |
(75.00) Theorie et proprietes magnetiques des solides
|
| Mots-clés : |
Spin glass models Magnetic properties Ising model Renormalization |
| Index. décimale : |
75.00 |
| Résumé : |
1 Simulated Annealing, Optimization, Searching for Ground States. - 2 Beyond the Ising Spin Glass I m-Vector, Potts, p-Spin, Spherical, Induced Moment, Random Graphs.- 3 Beyond the Ising Spin Glass II Spin glass without replicas. - 4 Renormalization Group in Spin Glasses. - 5 Numerical Simulations and Replica Symmetry Breaking. - 6 The High-dimensional Landscape Paradigm Spin-Glasses, and Beyond. - 7 Universal Aspects of the Structural Glass Transition from Density Functional Theory. - 8 Non-Perturbative Processes in Glassesss. - 9 Dynamical Mean-Field Theory and the Aging Dynamics. - 10 Dynamical Heterogeneity in Glass-Forming Liquids. - 11 The Kauzmann Transition to an Ideal Glass Phase. - 12 The Gardner Glass. - 13 The Jamming Transition and the Marginally Stable Solid. - 14 From Polymers to the KPZ Equation. - 15 Emergent Dynamics in Glasses and Disordered Systems Correlations and Avalanches. - 16 Replica Symmetry Breaking in Random Lasers Experimental Measurement of the Overlap Distribution. - 17 Anderson Localization on the Bethe Lattice. - 18 Quantum Glasses. - 19 The Cavity Method From Exact Solutions to Algorithms. - 20 Message Passing and Its Applications. - 21 Information and Communication. - 22 The Mighty Force Statistical Inference and High-Dimensional Statistics. - 23 Disordered Systems Insights on Computational Hardness. - 24 Neural Networks From the Perceptron to Deep Nets. - 25 From the Statistical Physics of Disordered Systems to Neuroscience. - 26 Statistical Physics of Biological Molecules. - 27 Application of Spin Glass Ideas in Social Sciences, Economics and Financ. - 28 Complex Dynamics in Ecological Systems and Animal Behavior. - 29 Optimization of Random High-Dimensional Functions Structure and Algorithms. - 30 Rigorous Results in the Sherrington–Kirkpatrick Model. - 31 Random Energy Models Broken Replica Symmetry and Activated Dynamics. - 32 Rigorous Results Random Constraint Satisfaction Problems. - 33 Metastates and Replica Symmetry Breaking. - 34 Future Perspectives |
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