Francesco Zamponi

ScholarGPS® ID: 16558259455487

Affiliation

École Normale Supérieure, France

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Physics

Top Specialties

Metrics Summary

Publication Count

178

Predicted Citations

7,716

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Post-COVID inflation and the monetary policy dilemma: an agent-based scenario analysis (journal article) Knicker, Max Sina \| Naumann-Woleske, Karl \| Bouchaud, Jean-Philippe \| Zamponi, Francesco Journal of Economic Interaction and Coordination (2024). 10.1007/s11403-024-00413-3 Cited by (1) \| Cite \| Source
Towards parsimonious generative modeling of RNA families (journal article) Calvanese, Francesco \| Lambert, Camille N \| Nghe, Philippe \| Zamponi, Francesco \| Weigt, Martin Nucleic Acids Research, volume 52, issue 10, pages 5465-5477 (2024). 10.1093/nar/gkae289 Cite \| Source
Unlearning regularization for Boltzmann machines (journal article) Ventura, Enrico \| Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Machine Learning: Science and Technology, volume 5, issue 2, pages 025078- (2024). 10.1088/2632-2153/ad5a5f Cite \| Source
The nature of non-phononic excitations in disordered systems (journal article) Schirmacher, Walter \| Paoluzzi, Matteo \| Mocanu, Felix Cosmin \| Khomenko, Dmytro \| Szamel, Grzegorz \| Zamponi, Francesco \| Ruocco, Giancarlo Nature Communications, volume 15, issue 1 (2024). 10.1038/s41467-024-46981-7 Cited by (1) \| Cite \| Source
Scaling regimes and fluctuations of observables in computer glasses approaching the unjamming transition (journal article) Giannini, Julia A. \| Lerner, Edan \| Zamponi, Francesco \| Manning, M. Lisa The Journal of Chemical Physics, volume 160, issue 3 (2024). 10.1063/5.0176713 Cited by (2) \| Cite \| Source
Creating equilibrium glassy states via random particle bonding (journal article) Ozawa, Misaki \| Barrat, Jean-Louis \| Kob, Walter \| Zamponi, Francesco Journal of Statistical Mechanics: Theory and Experiment, volume 2024, issue 1, pages 013303- (2024). 10.1088/1742-5468/ad17b6 Cite \| Source
Spin Glass Theory and Far Beyond (book) Charbonneau, Patrick \| Marinari, Enzo \| Mézard, Marc \| Parisi, Giorgio \| Ricci-Tersenghi, Federico \| Sicuro, Gabriele \| Zamponi, Francesco WORLD SCIENTIFIC (2023) 10.1142/13341 Cited by (10) \| Cite \| Source
Finding defects in glasses through machine learning (journal article) Ciarella, Simone \| Khomenko, Dmytro \| Berthier, Ludovic \| Mocanu, Felix C. \| Reichman, David R. \| Scalliet, Camille \| Zamponi, Francesco Nature Communications, volume 14, issue 1 (2023). 10.1038/s41467-023-39948-7 Cited by (5) \| Cite \| Source
Creating bulk ultrastable glasses by random particle bonding (journal article) Ozawa, Misaki \| Iwashita, Yasutaka \| Kob, Walter \| Zamponi, Francesco Nature Communications, volume 14, issue 1 (2023). 10.1038/s41467-023-35812-w Cited by (3) \| Cite \| Source
Microscopic observation of two-level systems in a metallic glass model (journal article) Mocanu, Felix C. \| Berthier, Ludovic \| Ciarella, Simone \| Khomenko, Dmytro \| Reichman, David R. \| Scalliet, Camille \| Zamponi, Francesco The Journal of Chemical Physics, volume 158, issue 1 (2023). 10.1063/5.0128820 Cited by (7) \| Cite \| Source
Post-COVID Inflation & the Monetary Policy Dilemma: An Agent-Based Scenario Analysis (journal article) Knicker, Max Sina \| Naumann-Woleske, Karl \| Bouchaud, Jean-Philippe \| Zamponi, Francesco SSRN Electronic Journal (2023). 10.2139/ssrn.4468814 Cite \| Source
On weak ergodicity breaking in mean-field spin glasses (journal article) Folena, Giampaolo \| Zamponi, Francesco SciPost Physics, volume 15, issue 3 (2023). 10.21468/SciPostPhys.15.3.109 Cited by (4) \| Cite \| Source
Finite-Disorder Critical Point in the Yielding Transition of Elastoplastic Models (journal article) Rossi, Saverio \| Biroli, Giulio \| Ozawa, Misaki \| Tarjus, Gilles \| Zamponi, Francesco Physical Review Letters, volume 129, issue 22 (2022). 10.1103/PhysRevLett.129.228002 Cited by (9) \| Cite \| Source
From Statistical Physics to Data-Driven Modelling (book) Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.001.0001 Cited by (1) \| Cite \| Source
Supervised learning: classification with neural networks (book chapter) In From Statistical Physics to Data-Driven Modelling Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.003.0007 Cite \| Source
Graphical models: from network reconstruction to Boltzmann machines (book chapter) In From Statistical Physics to Data-Driven Modelling Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.003.0005 Cite \| Source
High-dimensional inference: searching for principal components (book chapter) In From Statistical Physics to Data-Driven Modelling Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.003.0003 Cite \| Source
Asymptotic inference and information (book chapter) In From Statistical Physics to Data-Driven Modelling Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.003.0002 Cite \| Source
Introduction to Bayesian inference (book chapter) In From Statistical Physics to Data-Driven Modelling Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.003.0001 Cite \| Source
Copyrigt Page (book chapter) In From Statistical Physics to Data-Driven Modelling Cocco, Simona \| Monasson, Rémi \| Zamponi, Francesco Oxford University PressOxford (2022) 10.1093/oso/9780198864745.002.0003 Cite \| Source