The summer school addresses young researchers from mathematics and engineering who are already working in the field of model order reduction or are interested in this field. It is primarily meant for PhD students, but also Master students or PostDocs are very welcome. In the spirit of GAMM, we explicitly encourage people from both mathematics and engineering to participate.

July 21-25, 2025

Model order reduction (MOR) is a pivotal tool in the efficient simulation and control of complex systems, enabling the simplification of high-dimensional models while retaining essential system characteristics. The SAMM summer school 2025 offers PhD students and young scientists an in-depth exploration of MOR, providing insights into its mathematical foundations as well as its use in the simulation of systems within mechanics and other current research topics. Four renowned speakers from the field (Peter Benner, Margarita Chasapi, Paolo Tiso, Benjamin Unger) will highlight different aspects of MOR in mathematics and mechanics in four mini-courses and hands-on coding tutorials. After an introduction to classical interpolatory model reduction and data-driven interpolants of control systems, current developments on non-intrusive MOR based on deep neural networks are discussed. Complementing these mathematical insights, the program also features specialized mini-courses on applications such as component mode synthesis and substructuring, specifically tailored for the reduction of nonlinear dynamical systems and reduced basis methods in computational mechanics. A social program will complement the summer school to encourage exchange among young researchers working on or interested in MOR.

The summer school will be on-site at TU Dresden in Germany.

Registration fee: 95 €

Registration link will be added shortly.

Dr Benjamin Unger
Dynamical Systems
University of Stuttgart, Germany

Interpolatory model reduction for dynamical systems

Prof Peter Benner
Computational Methods in Systems and Control Theory
Max-Planck-Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany

Non-intrusive Model Order Reduction and Machine Learning

Dr Paolo Tiso
Engineering Dynamics
ETH Zurich, Switzerland

Title tba

Dr Margarita Chasapi
Structural Analysis and Dynamics
RWTH Aachen, Germany

Reduced Basis Methods in Computational Mechanics

tba

TU Dresden
Gerhart-Potthoff-Bau
Hettnerstraße 1, 01069 Dresden
Room POT 168 (1st floor)

Find the room on Campus Navigator

Arrive by train: From Dresden main station (Dresden Hbf), take trams 3 or 8 to stop Nürnberger Platz.

Arrive by plane: From Dresden Airport, take S-Bahn S2 to Dresden Main Station (Dresden Hbf).

Arrive by car: Please be aware that there is minimal parking space on campus.

For questions please write an e-mail to

gamm.juniors@gmail.com

Amine Othmane (Universität des Saarlandes)
Dominik Klein (TU Darmstadt)
Georgia Kikis (Uni Duisburg-Essen)
Jonas Heinzmann (ETH Zürich)
Kai Partmann (Uni Siegen)
Katharina Klioba (TU Hamburg)
Martha Kalina (TU Dresden)
Richard Schussnig (Ruhr-Universität Bochum)