Program
The M2 ATSI aims to train students to address academic and industrial research topics of a high scientific level in the domains of systems and control, data science, signal and image processing. The courses focus on methodological foundations and recent developments in these fields, which intervene directly or indirectly in many disciplines such as optics, medicine, robotics, energy, automotive...
Curriculum also trains student to research work through dedicated teaching initiatives (seminars, bibliographic work, project, etc.) and a strong involvement of the associated research laboratories. Part of the training may be given in English.
- Detailed description of the courses are availble in French or English.
- The skills assessment procedures.
- Regulation fo master degree at University Paris-Saclay.
First Semester
Two mandatory courses
- Mathematical tools for control, signal and image processing
- Initiation to research
Four elective courses
- Control of multivariable linear systems
- Estimation
- Optimization
- Signal representation and sparse coding
- Stability of nonlinear systems
- Signal processing and imaging systems
Second Semester
Four elective courses
- Machine learning
- Model predictive control
- Control and structural properties of nonlinear systems
- Control for robotics
- Robust statistics for signal processing
- Medical imaging
- Advanced methods in image processing
- Inverse problems
- Hybrid systems
- Multi-agent systems
One internship
Minimum duration of 4 months between April and August in academic or industrial environment.