- Workpackage 1 : coordinators P. Van Dooren and W. Michiels
Large scale data and systems
- Large scale optimization
- Model reduction
- Large scale linear algebra problems
- Numerical methods for highly oscillatory problems
- Large scale dynamical systems simulation
- Biomedical data analysis
- Information extraction from very large databases
- Workpackage 2 : coordinators R. Pintelon and A. Vande Wouwer
Estimation and modeling
- Identification of linear systems
- Identification and modeling of nonlinear systems
- Fault detection and diagnosis
- Experiment design and goal-oriented identification
- Connection between control and statistical physics
- Uncertainty modeling
- Machine learning
- Applications
- Monitoring of (bio)chemical reactors
- Modeling and identification of biochemical processes at macroscopic level
- Modeling and identification of biochemical processes at mesoscopic and microscopic levels
- Workpackage 3 : coordinators R. Sepulchre and D. Aeyels
Distributed systems, decision, control and communication
- Dynamics, communication, and decision in decentralized networks (theory of multi-agent systems)
- Analysis, control, and optimization of infinite dimensional systems
- Optimization and control of complex distributed systems (application driven: power systems, mechatronics, flood control, communication networks)
- Modeling, optimization and control of biochemical processes
- Modeling and control of biomedical systems
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