Personal Information
Federico Bellisardi
Postdoctoral Researcher at IFISC, UIB
🔬 Specializing in Complex Systems, Data-Driven Models, and Urban Mobility. Developing Machine Learning, Graph-Based, and Agent-Based Models for Smart Cities.
I am currently awaiting the defense of my Ph.D. thesis in Applied Physics at the University of Bologna.
My research specializes in complex systems, data-driven models, and advanced data analytics, with a strong focus on urban mobility challenges.
Throughout my academic journey, I have developed predictive models and smart city solutions using a data-driven approach to tackle real-world transportation issues.
My passion lies in translating raw data into meaningful insights, enabling sustainable development and innovative solutions. I have expertise in:
- Machine learning applications for mobility forecasting
- Graph-based network models to study urban dynamics
- Agent-based simulations for traffic flow analysis
- Physics-informed neural networks (PINNs) to integrate data with mathematical models
Beyond my research, I am deeply interested in smart mobility, urban planning, and the intersection of physics and artificial intelligence. I strive to develop models that bridge the gap between theoretical research and real-world applications, enhancing efficiency and sustainability in urban environments.
My CV can be downloaded HERE.