no code implementations • 1 Mar 2024 • Aurelio Raffa Ugolini, Valentina Breschi, Andrea Manzoni, Mara Tanelli
In this work we analyze the effectiveness of the Sparse Identification of Nonlinear Dynamics (SINDy) technique on three benchmark datasets for nonlinear identification, to provide a better understanding of its suitability when tackling real dynamical systems.
no code implementations • 30 Jan 2024 • Jessica Leoni, Valentina Breschi, Simone Formentin, Mara Tanelli
Efforts to combine these models often often stumble upon difficulties in finding a balance between accuracy and complexity.
no code implementations • 6 Apr 2018 • Simone Gelmini, Silvia Strada, Mara Tanelli, Sergio Savaresi, Vincenzo Biase
Smartphone usage while driving is unanimously considered to be a really dangerous habit due to strong correlation with road accidents.