We are happy to invite you to the 7th Edition of the Workshop on Nonlinear System Identification Benchmarks held as an in-person event in Eindhoven, The Netherlands, 19-21 April 2023. The workshop is also followed by a mini-course on nonlinear system identification, 24-25 April 2023.


This year again, the workshop is building upon its basic ingredients:

(1) Steve Brunton, University of Washington, USA.
Tentative Title: Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics

(2) Olga Fink, Swiss Federal Institute of Technology Lausanne, Switzerland

Tentative Title: Fusing physics-based and deep learning algorithms for fault diagnostics and prognostics

(3) Wouter Kouw, Eindhoven University of Technology, The Netherlands. 

Tentative Title: Variational Bayesian Inference for System Identification

(4) Dario Piga, IDSIA - Dalle Molle Institute for Artificial Intelligence Research, Switzerland

Tentative Title: Deep learning for system identification, and viceversa.

Furthermore, a special session on the occasion of Johan Schoukens' 65th birthday is organized on the 2nd day of the workshop. Short presentations highlighting different aspects of system identification and Johan's contribution to the field will be given by Paul Van den Hof, Tadeusz Dobrowiecki, Tom Oomen, Mark Runacres, and Bart De Moor.


The workshop is open to both presenting and non-presenting participants. Contributions are expected to present the outcome of their favorite system identification approach on one or more of the benchmark datasets. The workshop is organized as an in-person event.


Important dates: 

Early registration fees (before March 1st):

Late registration fees (before April 1st):

Venue (workshop): Auditorium 4, Auditorium, Eindhoven University of Technology, Eindhoven, The Netherlands

Venue (mini-course): Senaatszaal, Auditorium, Eindhoven University of Technology, Eindhoven, The Netherlands

Program: The workshop will start on Wednesday 19/04 at 8.30 (welcome), and ends on Friday 21/04 at 12.30 with lunch. The detailed program and book of abstracts can be found here.

We’re very much looking forward to welcoming you to Eindhoven next spring!