Professional classes
C. Poussot-Vassal and P. Vuillemin, "Identification and approximation via rational interpolation (Identification et approximation par interpolation rationnelle)", Professional seminar given at EUROSAE (2 days), Toulouse, France
>> in French (but English is available on demand)
This class mainly tagets engineers (from young to advanced) willing to get familiar with:
(i) the identification and the approximation of dynamical systems,
(ii) the recent (mathematical and numerical) tools for rational interpolation (both single and multi-variate),
(iii) and in their application in an industrial context.
A particular emphasis is put on the so-called rational interpolation framework.
A balanced presentation between theoretical and application implementation is proposed.
Applications for different purposes (e.g. models static/dynamic, parametric, multi-input/output, etc.) and different domains (e.g. aircraft, space, energy, pollutant, etc.) are suggested.
Research lectures
Visit the "talks" page to access lectures on my research topics, mostly on rational approximation in the Loewner framework.
University lectures
Actual classes
- INSA Toulouse, Electronics & Computer Sciences department (2011 - ...)
Introduction to linear system identification & control (with experimental applications)
>> Lecture 1: Overview, signals construction, pre-treatment and non-parametric analysis ($\approx$1h15)
>> Lecture 2: Data-driven model construction in the time- and frequency-domain ($\approx$1h15)
>> Lecture 3: Lecture 2 cont’d & Labs guidelines ($\approx$1h15)
>> Labs: applied projects in identification, modeling, control and analysis ($\approx 5\times$3h15)
>> Material: GitHub code - ISAE Toulouse, Math department (2021 - ...)
>> Lecture: Loewner Framework for data-driven reduced order modeling ($\approx$2h, SXS, Master)
>> Exercises: Harmonic analysis (1st year Engineering school)
- UPS/ISAE Toulouse, Master of Research A13 (2024 - ...)
>> Lecture 6: Loewner Framework for data-driven reduced order modeling (with pH-structure preserving) ($\approx$3h30, Master)
>> Material and lab exercises: GitHub code (Loewner Framework)
Former classes
- ISAE Toulouse, control dpt. (2013-2015)
>> Labs in linear multi-variables control design - ENAC Toulouse (2013-2014)
>> Lectures in modeling and control - C. Poussot-Vassal (June, 2018), "Model approximation for the control of flexible structures", Lecture given to PhD students the ITN during ConFlex Workshop (7h), TU Delft, Netherlands.
- Organizer of the 38th Grenoble Summer School (2017)
- C. Poussot-Vassal, P. Vuillemin & I. Pontes-Duff (May, 2015), "Approximation of Large-Scale Dynamical Systems", Lecture given to PhD students of EDSYS (15h), Toulouse, France.
- C. Poussot-Vassal & P. Vuillemin (July, 2013), "Approximation of Large-Scale Dynamical Systems", Lecture given to PhD students of GdR MACS (15h), Strasbourg, France.
- C. Poussot-Vassal (July, 2012), "Modelling of flexible aircraft... with focus on large-scale model approximation & LPV modelling techniques", Lecture given to PhD students of the SIDRA (3h), Bertinoro, Italy (invited by M. Lovera).
- C. Poussot-Vassal (January, 2012), "Model Reduction (Approximation) of Large-Scale Systems", Lecture given to Master and PhD students of the ED EEATS (15h), Grenoble, France (invited by O. Sename and G. Besançon).
Associates
Post-doc
- Jesùs Toledo-Zucco, "Dynamical systems observer design with application in aircraft flutter detection", co-supervised with P. Vuillemin and A. dos Reis de Souza, funding: DGAC
>> then researcher with INSA/LAAS, Toulouse
Ph.D.
- Dimitris Xylogiannis (2023 - , EDSYS), "Reduced order model construction for simulation of athmospheric systems", co-supervised with Claire Sarrat, funding: joint Région Midi-Pyrénées & ONERA
- Francisco Pedrosa Reis (2021 - 2024, EDSYS), "Nonlinear control of high aspect ratio aircraft using nonlinear deformation formulations", co-supervised with Leandro Lustosa (ISAE), funding: Research ministry
>> then research engineer with Airbus, Toulouse - Oktay Kocan (2017 - 2020, EDSYS, defense on December 17th 2020), " Feedback via Iterative Learning Control for repetitive systems", co-supervised with Augustin Manecy (Onera), funding: joint Région Midi-Pyrénées & ONERA
>> then engineer with ALTRAN, Toulouse - Pauline Kergus (2016 - 2019, EDSYS, defense October 18th 2019), "Data-driven model reference control in the frequency-domain From model reference selection to controller validation", co-supervised with Fabrice Demourant, funding: Research ministry
>> then researcher with CNRS/Laplace, Toulouse - Igor Pontes Duff Pereira (2013 - 2016, EDSYS, defense January 11th 2017), "Large-scale and infinite dimensional dynamical system approximation", co-supervised with Cédric Seren, funding: ONERA
>> then researcher with Max Planck Institute, Magdebourg - Pierre Vuillemin (2011 - 2014, EDSYS, defense November 24th 2014), "Frequency-limited model approximation of large-scale dynamical models", co-supervised with Daniel Alazard (ISAE), funding: joint Région Midi-Pyrénées & ONERA
>> then researcher with ONERA, Toulouse