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ALOP Workshop: Reduced Order Models in Optimization

26. September 2016 - 28. September 2016





The ALOP Workshop “Reduced Order Models in Optimization” starts on Monday, September 26, 2016 at 9:00 and ends Wednesday, September 28, 2016 at 16:00.

Reduced order models represent a growing research direction in the modeling, simulation and optimization of complex systems. During this workshop taking place in September 2016 as part of the Research Training Group “Algorithmic Optimization,” internationally known researchers will present their latest research results with a focus on particular aspects in the area of optimization.

This workshop will grant additional insight into the subject matter and the current research in Reduced Order Models, following the introductory short-course presented this past summer by the Mercator Fellow Prof. Heinkenschloß of Rice University in Houston.

Researchers from all areas of optimization are encouraged to participate and to present their work. The conference will provide a good opportunity for exchanging ideas and for establishing contacts with colleagues in a friendly atmosphere.

ROM workshop

Among the participating guests are

Michel Bergmann, INRIA Bordeaux

Jeff Borggaard, Virginia Tech

Jens Bremer, MPI Magdeburg

John A. Burns, Virginia Tech

Romanus Dyczij-Edlinger, Universität Saarbrücken

Giulia Fabrini, Universita di Genova

Martin Grepl, RWTH Aachen

Bernard Haasdonk, Universität Stuttgart

Babak Maboudi, EPFL Lausanne

Laura Iapichino, Delft University of Technology

Oliver Lass, TU Darmstadt

Karl Meerbergen, KU Leuven

Bernd Noack, LIMSI-CNRS, TU Braunschweig

Wil Schilders, TU Eindhoven

John Singler, Missouri University

Martin Stoll, MPI Magdeburg

Karen Veroy-Grepl, RWTH Aachen

 

Organizers:

Ekkehard Sachs, Volker Schulz, Martin Siebenborn, Stefan Volkwein

There will be a conference dinner on Tuesday, September 27, 2016 at 18:00 at Das Weinhaus in Trier.

 

Program:

 Monday, September 26, 2016

10:00 am –
10:45 am
John Burns Approximation for Design and Control of Composite Thermal Fluid Systems: Reduced Models
10:45 am –
11:30 am
Karen Veroy-Grepl Certified Reduced Basis Methods in Optimal Control and Data Assimilation 
1:00 pm –
1:45 pm
Bernd Noack Closed-loop turbulence control using reduced-order modeling and machine learning
1:45 pm –
2:30 pm
Andrea Ferrero Different approaches to the development of reduced-order models for NS equations
3:00 pm –
3:45 pm
Karl Meerbergen Progress in model reduction for systems with nonlinear frequency dependency
3:45 pm –
4:30 pm
Laura Iapichino Reduced Basis methods for PDE constrained Multi-objective Optimization
  Tuesday, September 27, 2016

9:00 am –
9:45 am
Jeff Borggaard POD-Based ROMs of Fluids for Shape Optimization Problems
9:45 am –
10:30 am
Jens Bremer POD-based ROMs and Optimization of CO2 Methanation Reactors
11:00 am –
11:45 am
Martin Stoll Low-rank solvers for PDE-constrained optimization and statistical inverse problems
11:45 am –
12:30 pm
Babak Maboudi Structure-Preserving Model-Reduction of Hamiltonian Systems
2:00 pm –
2:45 pm
Bernard Haasdonk RB Approximation for Parameter Optimization and Optimal Feedback Control
2:45 pm –
3:30 pm
Martin Grepl A certified trust-region reduced basis approach to PDE-constrained optimization 
4:00 pm –
4:45 pm
John Singler POD computations and POD projections
4:45 pm –
5:30 pm
Oliver Lass Nonlinear robust optimization using a second order approximation technique and model order reduction
  Wednesday, September 28, 2016

9:00 am –
9:45 am
Wil Schilders

MOR in the optimisation of highly nonlinear oscillatory electronic circuits

9:45 am –
10:30 am
Giulia Fabrini A HJB-POD approach to the control of the level set equation

11:00 am –
11:45 am

Romanus Dyczij-Edlinger Model-Order Reduction in Computational Electromagnetics

 Workshop Program

 

 

 

Details

Start:
26. September 2016
End:
28. September 2016
Event Category:

Venue


ALOP