Curriculum
Computer Science for Societal Challenges and Innovation, XL series
Grant sponsor
Comune di Padova
Supervisor
Alessandro Sperduti
Co-supervisor s
to be defined
Contact
riccardo.cappi@phd.unipd.it

Project description
I’m working on Machine Learning systems applied in the context of Smart Cities. Specifically, I am focusing on the application of spatio-temporal Graph Neural Networks for predicting traffic flows and mobility patterns. The main research question is whether it is possible to model traffic as a dynamical system on graphs and use physics-inspired Machine Learning techniques to learn generalizable models for accurate predictions