61 citations · 416 across the 21 of their papers we have counts for
3 papers · 1 filter
A PINN approach for the online identification and control of unknown PDEs
Alessandro Alla, Giulia Bertaglia, Elisa Calzola
Physics-Informed Neural Networks (PINNs) have revolutionized solving differential equations by integrating physical laws into neural networks training. This paper explores PINNs fo…
New Trends on the Systems Approach to Modeling SARS-CoV-2 Pandemics in a Globally Connected Planet
Giulia Bertaglia, Andrea Bondesan, Diletta Burini +3
This paper presents a critical analysis of the literature and perspective research ideas for modeling the epidemics caused by the SARS-CoV-2 virus. It goes beyond deterministic pop…
Modelling contagious viral dynamics: a kinetic approach based on mutual utility
Giulia Bertaglia, Lorenzo Pareschi, Giuseppe Toscani
The temporal evolution of a contagious viral disease is modelled as the dynamic progression of different classes of population with individuals interacting pairwise. This interacti…