The Systems, Optimization and Data Science Laboratory is devoted to both fundamental and applied research in the areas of complex systems, numerical optimization, analysis of large-scale data and learning systems, with broad applications in various areas, among which computational finance, artificial intelligence, autonomous systems, and smart vehicles and traffic.
Keywords: Optimization, Data Science, Machine Learning, Complex and Dynamical Systems, Networks, Smart Mobility
RESEARCH TOPICS
- Models from (vehicular, cellular, etc.) traffic data
- Power allocation in cellular networks
- Control and optimization of smart mobility systems
- Modeling and control of epidemics
- Computational finance and financial networks
- Sparse neural networks
- MPC and game theory
AVAILABLE SERVICES
- Development of models, code and algorithms
Contacts
E-mail: det.syspdatalab@polito.it
Location: Polito Maps