Automatica
Activities
The Automatica area is involved in theoretical and applied research on control engineering, optimization, complex and networked systems, data science, system identification, and robotics.
Skills
- Machine Learning
- Industrial, Mobile, and Cooperative Robotics
- Optimization methods, convex optimization and engineering applications
- Probabilistic methods for design under uncertainty, scenario methods
- Robust control
- Modelling and identification of linear, LPV and nonlinear uncertain systems
- Data-driven design of filters/observers/estimators/controllers for linear and nonlinear systems
- Virtual sensors
- Model Predictive Control
- Prediction of nonlinear time series
- Sparse and large-scale optimization methods
- Financial modelling, portfolio allocation
- Modeling and control of biomedical systems
- Modelling, optimization and control of complex networked systems
- Modeling, optimization, and control of sustainable mobility systems
- Consensus systems and opinion dynamics
- Distributed control systems