3 papers
cond-mat.dis-nn2026
A Bifurcation Theory for the Equilibria of Modern Hopfield Networks
Vincenzo Maria Schimmenti, Matteo Ciarchi
Modern Hopfield networks provide a unifying framework for associative memory, transformer attention, diffusion-based generative models, and biological attractor dynamics, linking t…
cond-mat.soft2025
Phase behavior of Cacio e Pepe sauce
Giacomo Bartolucci, Daniel Maria Busiello, Matteo Ciarchi +5
``Pasta alla Cacio e pepe'' is a traditional Italian dish made with pasta, pecorino cheese, and pepper. Despite its simple ingredient list, achieving the perfect texture and creami…
cond-mat.mtrl-sci2023
Earthquake-like dynamics in ultrathin magnetic film
Gianfranco Durin, Vincenzo Maria Schimmenti, Marco Baiesi +6
We study the motion of a domain wall on an ultrathin magnetic film using the magneto-optical Kerr effect (MOKE). At tiny magnetic fields, the wall creeps only via thermal activatio…