41 citations · 41 across the 4 of their papers we have counts for
4 papers
Approximating velocity fields with planted point attractors via Neural-ODE for classification purposes
Feliciano Giuseppe Pacifico, Duccio Fanelli, Lorenzo Buffoni +3
In this work, Neural ODEs equipped with a curated collection of equilibrium points have been successfully employed for classification tasks. The planted fixed points serve as indic…
Noise seeded oscillators: on the role of demographic fluctuations in a multi-populations model
Francesca Di Patti, Duccio Fanelli, Perla Rosi
Stochastic oscillations can emerge from a two-population model as triggered by endogenous finite size fluctuations. Here, an extended dynamical scenario is considered in which a th…
Multiplicative noise induced bistability and stochastic resonance
Giuliano Migliorini, Duccio Fanelli
Stochastic resonance is a well established phenomenon, which proves relevant for a wide range of applications, of broad trans-disciplinary breath. Consider a one dimensional bistab…
Theory of diffusion-influenced reactions in complex geometries
Marta Galanti, Duccio Fanelli, Francesco Piazza
Chemical reactions involving diffusion of reactants and subsequent chemical fixation steps are generally termed "diffusion-influenced" (DI). Virtually all biochemical processes in…