3 papers
physics.soc-ph2026
Microscopic dynamics of consensus formation in multi-agent LLM Naming Games
Cristiano De Nobili, Vijayasri Iyer, Alessandro Codello +1
Decentralized populations of Large Language Model (LLM) agents can spontaneously reach consensus on shared conventions, yet the microscopic mechanisms by which their internal stoch…
stat.ME2025
Bayesian Field Theory of the Rate Estimation
Andrea Auconi, Alessandro Codello, Raffaella Burioni +1
We address the statistical inference of a time-dependent rate of events in the framework of Bayesian field theory. This maps the problem to a Langevin equation which, beyond the lo…
cond-mat.mtrl-sci2025
The quest for new materials: the network theory and machine learning perspectives
Jacopo Moi, Davide Spallarossa, Stefano Bonetti +2
Understanding and predicting the emergence of novel materials is a fundamental challenge in condensed matter physics, materials science and technology. With the rapid growth of mat…