Statistical Physics of Disordered Systems (SPoDS)

glasses, spin glasses, photonics in random media, analog computing, neural networks

Wireframe surface plot from a numerical simulation of a disordered system

Pubblicazioni

Pubblicazioni del gruppo SPoDS, dalla più recente. Ogni voce rimanda alla scheda arXiv e, per i lavori già usciti, alla versione pubblicata.

  1. Tiziana De Chirico, Luca Leuzzi, Quenched complexity of marginal states in the Sherrington–Kirkpatrick spin glass (2026). arXiv:2609.04006
  2. Silvio Kalaj, Dongho Lee, Enzo Marinari, Jae-Hyung Jeon, Pascal Viot, Gleb Oshanin, Ornstein-Uhlenbeck Process Driven by Multiple Dichotomous Noises (2026). arXiv:2608.29226
  3. Johannes Lang, Vincenzo Citro, Luca Leuzzi, Federico Ricci-Tersenghi, Aging Phase Diagram and Exact Asymptotic Energies of Mixed Spherical Spin Glasses (2026). arXiv:2608.20623
  4. Paolo Rissone, Stefan Boettcher, Alfonso Amendola, Simone Sala, Federico Ricci-Tersenghi, Cluster-based Message-Passing (CluMP) Optimization for Complex QUBO Problems (2026). arXiv:2606.15414
  5. Claudio Chilin, Enzo Marinari, Víctor Martín-Mayor, Giorgio Parisi, Juan J. Ruiz-Lorenzo, David Yllanes, Cluster moves with an entropic reservoir accelerate low-temperature simulations of three-dimensional spin glasses (2026). arXiv:2605.25872
  6. Taira Giordani, Gennaro Zanfardino, Luca Leuzzi, Enrico Bonfissuto, Eugenio Caruccio, Gabriele Gasbarri, Mattia Bossi, Abhiram Rajan, Riccardo Albiero, Francesco Ceccarelli, Nicolò Spagnolo, Raffaele Santagati, Stefano Paesani, Marco Leonetti, Roberto Osellame, Giorgio Parisi, Giancarlo Ruocco, Fabrizio Illuminati, Fabio Sciarrino, Observation of associative-memory retrieval and spin-glass phases on a photonic quantum simulator (2026). arXiv:2605.22922
  7. Luca Maria Del Bono, Giulio Biroli, Patrick Charbonneau, Marylou Gabrié, The critical slowing down in training diffusion models (2026). arXiv:2605.12597
  8. Giorgia Trotta, Paolo Scarafile, Paolo Facchi, Giuseppe Magnifico, Angelo Mariano, Giorgio Parisi, Saverio Pascazio, Karol Życzkowski, Multipartite entanglement of random states of qubits (2026). arXiv:2605.10314
  9. Linda Albanese, Andrea Alessandrelli, Adriano Barra, Silvio Franz, Federico Ricci-Tersenghi, Partial annealing and pattern decorrelation in associative neural networks (2026). arXiv:2605.10304
  10. Ramgopal Agrawal, Victor Dotsenko, Maxym Dudka, Marco Picco, Enzo Marinari, Gleb Oshanin, Lack of self-averaging of the critical internal energy in a weakly-disordered Baxter model, J. Stat. Mech. 073302(2026). arXiv:2605.05915 · doi:10.1088/1742-5468/ae8437
  11. Ramgopal Agrawal, Lorenzo Ciarpaglini, Pierluigi Mansueto, Enzo Marinari, Marco Sciandrone, Diego Scuppa, Elisa Trasatti, Nonconvex optimization methods for ground states in disordered continuous-spin models (2026). arXiv:2605.05070
  12. Dario Bocchi, Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi, Discontinuous BBP transitions(2026). arXiv:2604.27992
  13. Mikiya Doi, Masayuki Ohzeki, Federico Ricci-Tersenghi, Daydreaming algorithm for Biased Patterns, J. Stat. Mech. 074001 (2026). arXiv:2604.19258 · doi:10.1088/1742-5468/ae8249
  14. Riccardo Cipolloni, Federico Ricci-Tersenghi, Francesco Zamponi, Transition path sampling in Ising models on heterogeneous graphs (2026). arXiv:2604.18412
  15. Keisuke Morita, Federico Ricci-Tersenghi, Masayuki Ohzeki, Phase transition in compressed sensing using log-sum penalty and adaptive smoothing (2026). arXiv:2604.13511
  16. Johannes Lang, Vincenzo Citro, Luca Leuzzi, Federico Ricci-Tersenghi, DYNAMITE: A high-performance framework for solving Dynamical Mean-Field Equations (2026). arXiv:2604.06309
  17. Enzo Marinari, Saverio Rossi, Francesco Zamponi, Dreaming improves memorization in a Hopfield model with bounded synaptic strength (2026). arXiv:2603.09384
  18. Geri Skenderi, Lorenzo Buffoni, Francesco D’Amico, David Machado, Raffaele Marino, Matteo Negri, Federico Ricci-Tersenghi, Carlo Lucibello, Maria Chiara Angelini, Benchmarking Graph Neural Networks in Solving Hard Constraint Satisfaction Problems (2026). arXiv:2602.18419
  19. Silvio Franz, Giorgio Parisi, Federico Ricci-Tersenghi, Overlap locking and non-perturbative effects in spin glasses (2026). arXiv:2602.18399
  20. Maria Chiara Angelini, Saverio Palazzi, Giorgio Parisi, Tommaso Rizzo, Long-range spin glass in a field at zero temperature, Phys. Rev. B 114, 014410 (2026). arXiv:2602.03488 · doi:10.1103/kfpr-xh2l
  21. Marco Benedetti, Giulia Fischetti, Enzo Marinari, Gleb Oshanin, Victor Dotsenko, Inferring Concepts from Noisy Examples in Hopfield-like Neural Networks (2026). arXiv:2602.01393
  22. Massimo Bernaschi, Luis Antonio Fernández, Isidoro González-Adalid Pemartín, Víctor Martín-Mayor, Giorgio Parisi, Federico Ricci-Tersenghi, Low energy excitations in a long prism geometry: testing the lower critical dimension of the Ising spin glass (2026). arXiv:2601.07926
  23. Marcello Benedetti, Luca Leuzzi, Smoothed-Cubic Spin-Glass Model of Random Lasers, SciPost Phys. 20, 153 (2026). arXiv:2511.13508 · doi:10.21468/SciPostPhys.20.6.153
  24. Luca Maria Del Bono, Federico Ricci-Tersenghi, Francesco Zamponi, Demonstrating Real Advantage of Machine-Learning-Enhanced Monte Carlo for Combinatorial Optimization, PNAS 123, e2534768123 (2026). arXiv:2510.19544 · doi:10.1073/pnas.2534768123
  25. Marco Benedetti, Nicolas Brunel, Enzo Marinari, Ulises Pereira Obilinovic, Paradoxical increase of capacity due to spurious overlaps in attractor networks (2025). arXiv:2510.17593
  26. Silvio Kalaj, Enzo Marinari, Gleb Oshanin, Luca Peliti, One-dimensional lattice random walks in a Gaussian random potential (2025). arXiv:2509.23985
  27. Francesco D’Amico, Dario Bocchi, Luca Maria Del Bono, Saverio Rossi, Matteo Negri, Pseudo-likelihood produces associative memories able to generalize, even for asymmetric couplings, Physica A 692, 131497 (2026). arXiv:2507.05147 · doi:10.1016/j.physa.2026.131497
  28. Stefano Bae, Dario Bocchi, Luca Maria Del Bono, Luca Leuzzi, Learning and Testing Inverse Statistical Problems For Interacting Systems Undergoing Phase Transition (2025). arXiv:2507.02574
  29. M. Bernaschi, C. Chilin, L. A. Fernandez, I. González-Adalid Pemartín, E. Marinari, V. Martin-Mayor, G. Parisi, F. Ricci-Tersenghi, J. J. Ruiz-Lorenzo, D. Yllanes, Microcanonical simulated annealing: Massively parallel Monte Carlo simulations with sporadic random-number generation, Comp. Phys. Comm. 325, 110182 (2026). arXiv:2506.16240 · doi:10.1016/j.cpc.2026.110182
  30. Gennaro Zanfardino, Stefano Paesani, Luca Leuzzi, Raffaele Santagati, Fabio Sciarrino, Fabrizio Illuminati, Giancarlo Ruocco, Marco Leonetti, Multiphoton quantum simulation of the generalized Hopfield memory model, Phys. Rev. Lett. 136, 070602 (2026). arXiv:2504.00111 · doi:10.1103/945c-11wt