14 citations · 31 across the 6 of their papers we have counts for
6 papers
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…
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…
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…
Assessing the predicting power of GPS data for aftershocks forecasting
Vincenzo Maria Schimmenti, Giuseppe Petrillo, Alberto Rosso +1
We present a machine learning approach for the aftershock forecasting of Japanese earthquake catalogue from 2015 to 2019. Our method takes as sole input the ground surface deformat…
Darcy's law of yield stress fluids on a treelike network
Vincenzo Maria Schimmenti, Federico Lanza, Alex Hansen +4
Understanding the flow of yield stress fluids in porous media is a major challenge. In particular, experiments and extensive numerical simulations report a non-linear Darcy law as…
Statistical properties of avalanches via the c-record process
Vincenzo Maria Schimmenti, Satya N. Majumdar, Alberto Rosso
We study the statistics of avalanches, as a response to an applied force, undergone by a particle hopping on a one dimensional lattice where the pinning forces at each site are ind…