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Sunday, June 12, 2022
| Time | Event | |
| 09:00 - 20:30 | Arrival & Check-In - Arrival in Palermo and transfer to Erice. | |
| 20:30 - 22:00 | Opening Social Dinner |
Monday, June 13, 2022
| Time | Event | |
| 08:45 - 09:00 | Conference opening - Welcome and conference opening. | |
| 09:00 - 09:40 | Statistical physics & machine learning: Lessons from simple models - Florent Krzakala | |
| 09:40 - 10:00 | Statistical limits of dictionary learning: the spectral replica method - Jean Barbier | |
| 10:00 - 10:20 | Network causality representation for complex systems modeling - Tomaso Aste | |
| 10:20 - 10:40 | Coffee break | |
| 10:40 - 11:20 | On the training and pattern extraction of RBMs - Beatriz Seoane | |
| 11:20 - 11:35 | Deep learning via message passing algorithms based on belief propagation - Carlo Lucibello | |
| 11:35 - 11:50 | Phase diagram of Stochastic Gradient Descent in high-dimensional two-layers neural networks - Bruno Loureiro | |
| 11:50 - 12:05 | Phase transition in the Restricted Boltzmann Machines - Aurélien Decelle | |
| 12:05 - 12:20 | Random lasers as complex disordered systems and a way to experimentally measure Replica Symmetry Breaking - Luca Leuzzi | |
| 12:20 - 14:10 | Lunch | |
| 14:10 - 15:30 | Poster session (in person & online) | |
| 15:30 - 16:10 | Renormalisation group approach to entanglement in random spin chains: from equilibrium to dynamics - Paola Ruggiero | |
| 16:10 - 16:30 | A universal power law of entanglement witnesses in biased quantum many body systems - Ohad Shpielberg | |
| 16:30 - 16:50 | Griffiths singularities in random quantum magnets: Geometry of rare regions and extreme statistics of the excitations - Ferenc Iglói | |
| 16:50 - 17:10 | Coffee break | |
| 17:10 - 17:50 | Finite temperature dynamics in gapped 1D models in the sine-Gordon family - Márton Kormos | |
| 17:50 - 18:10 | Universality in nonequilibrium quantum dynamics - Gesualdo Delfino | |
| 20:30 - 22:00 | Dinner at local restaurants |
Tuesday, June 14, 2022
| Time | Event | |
| 08:45 - 09:00 | IOP publishing session - Dr Rebecca Gillian from J. Phys. A will give a brief overview of their journals' portfolio. | |
| 09:00 - 09:40 | Eigenstate Thermalization Hypothesis and Free Probability - Jorge Kurchan | |
| 09:40 - 10:00 | Temperature chaos in off-equilibrium spin-glass dynamics - Federico Ricci-Tersenghi | |
| 10:00 - 10:20 | Topological defects in passive and active two dimensional systems - Leticia Cugliandolo | |
| 10:20 - 10:40 | Coffee break | |
| 10:40 - 11:20 | Integrable deterministic dynamics with nonabelian symmetries: KPZ mean transport of Noether charges and critical fluctuations - Tomaž Prosen | |
| 11:20 - 11:35 | The frustration of being odd - Fabio Franchini | |
| 11:35 - 11:50 | Inhomogeneous quantum quenches in the sine-Gordon theory - Dávid Horváth | |
| 11:50 - 12:05 | Complexity Bounds on Localization Phase Transition from Quantum Walk - Noa Feldman | |
| 12:05 - 12:20 | Information and thermodynamics: benefits and specificities of underdamped systems for experimental demonstrations - Salambô Dago | |
| 12:20 - 18:30 | Conference trip - Segesta archeological park | |
| 18:30 - 20:30 | Peer review from the editor's perspective: a hands-on tutorial - Dr. Serena Bradde, an editor for Physical Review, will give us an inside look at how scientific publishing works and what editors are looking for from referees. | |
| 20:30 - 22:00 | Dinner at local restaurants |
Wednesday, June 15, 2022
| Time | Event | |
| 08:45 - 09:25 | Large Fluctuations in anomalous transport and the Big Jump Principle - Raffaella Burioni | |
| 09:25 - 09:45 | Going places... and catching the virus - Reimer Kühn | |
| 09:45 - 10:05 | Can a large well-mixed ecosystem be thought of as a glassy model? - Ada Altieri | |
| 10:05 - 10:20 | The distribution of first return times of random walks on random regular graphs - Ofer Biham | |
| 10:20 - 10:40 | Coffee break | |
| 10:40 - 11:00 | A unified approach to wealth and income inequalities in modern societies - Zoltan Neda | |
| 11:00 - 11:20 | Dynamical universality in contracting networks - Eytan Katzav | |
| 11:20 - 11:35 | Optimal reduced representation and multiple resolution models: from biophysics to complex systems - Raffaello Potestio | |
| 11:35 - 11:50 | Correlations between cryptocurrencies and traditional financial markets during turbulent periods - COVID-19 impact - Marcin Wątorek | |
| 11:50 - 12:05 | Maximal Diversity and Zipf's Law - Federico Corberi | |
| 12:05 - 12:20 | Yielding of amorphous solids at finite temperatures - Ezequiel Ferrero | |
| 12:20 - 14:10 | Lunch | |
| 14:10 - 15:30 | Poster session (in person) | |
| 15:30 - 16:10 | Scrambling and instability in large N quantum systems - Xiangyu Cao | |
| 16:10 - 16:30 | Quantum bounds and fluctuation-dissipation relations - Silvia Pappalardi | |
| 16:30 - 16:50 | Low fluctuations in a heated mu-resonator: first steps towards thermal noise engineering - Ludovic Bellon | |
| 16:50 - 17:10 | Coffee break | |
| 17:10 - 17:30 | Dynamics of Active Brownian Particles in two dimensions: macro and microphase separation, cluster diffusion, particle geometry effects - Giuseppe Gonnella | |
| 17:30 - 17:50 | Evidences of conformal invariance in 2D rigidity percolation - Nina Javerzat | |
| 17:50 - 18:10 | Comparison of the synchronization transition of the Kuramoto model on fruit-fly versus a large human connectome - Géza Ódor | |
| 18:30 - 20:30 | Wine & cheese tasting - APS sponsored event | |
| 20:30 - 22:00 | Dinner at local restaurants |
Thursday, June 16, 2022
| Time | Event | |
| 09:00 - 20:30 | Departure day - Departure from Erice. |
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