DYSCO II - Dynamical systems, control and optimization
From 01-04-2012 to 30-09-2017
Website: http://sites.uclouvain.be/dysco/
Description
The fundamental research objective of the DYSCO proposal is to develop new mathematical tools, results and algorithms for the modeling, control, optimization and understanding of dynamical systems, which tend to become ever larger and more complex. Over the last two decades, the progress accomplished within the “dynamical systems, control and optimization” area has led to a spectacular expansion of the methodologies and tools into an growing number of application areas. In addition to the fundamental objectives, we will also focus in this proposal on particular applications in environmental systems, communication systems, robotics, networks, biological and bio-chemical systems and biomedical engineering.
Each of these applications comes with its own models and its own theoretical problems. Making significant contributions in these areas requires an in-depth study of the specific models and methods, and extensive interactions with the specialists. Within one single team, it has become very hard to keep abreast of the techniques and methodologies required to make a significant impact. But thanks to the active partnership within our network, we are able to cover several of these related fields in which the “systems, control and optimization” area can actively contribute.
OBJECTIVES
The main objective of our proposal is to create a critical mass over a wide range of the sub-disciplines of our field and its many applications areas:
- On the fundamental research side, we offer our researchers the possibility to find within the network the complementary expertise that they often need to solve specific research problems. Temporary collaborations are set up to solve specific problems. Long term collaborations are set up in areas of longstanding activity of our network.
- On the engineering applications side, we combine in a same workpackage researchers who have a strong background in fundamental research with more application driven people. This allows us to focus on emerging engineering challenges with an important societal impact, but for which there is still need for fundamental research progress.
- On the training side, we allow our PhD students and post-docs to draw expertise from a much wider spectrum than they could possibly get within their own research team only. This is achieved through the Graduate School in Systems, Control, Optimization and Networks, the yearly Benelux Meeting in Systems and Control and the bi-annual DYSCO study days.
- On the international networking side, we team up with some of the leading international research groups to enhance our international contacts and involve them in our research as well as our training activities.
Some of these objectives of our partnership are specific to our network: they result from the particular evolution of our discipline and from the combination in our network of applied mathematicians who work on a broad front of fundamental problems, and researchers who use system theoretical tools for the solution of problems in one of the many related application fields.
Team
- Moritz Diehl, Co-promoter
- Bart De Moor, Co-promoter
- Johan Suykens, Co-promoter
- Sabine Van Huffel, Co-promoter
- Joos Vandewalle, Co-promoter
- Lieven De Lathauwer, Co-promoter
- Toon van Waterschoot, Team member
- optec team, Team member (External)
Financing
Funding: BELSPO - BELSPO
Program/Grant Type: IUAP - Interuniversity Attraction Poles Programme
Events
2/09/2024:
PhD defense - Martijn Oldenhof
Machine Learning for Advanced Chemical Analysis and Structure Recognition in Drug Discovery
3/09/2024:
Meet the Jury Igor Tetko on Advanced Machine Learning in Drug Discovery
12/09/2024:
Multimodal analysis of cell-free DNA for sensitive cancer detection in low-coverage and low-sample settings
Seminar by Antoine Passemiers
News
STADIUS Alumni Herman Verrelst – new CEO of Biocartis
08 June 2017
Herman Verrelst, the founder of KU Leuven spin-off Cartagenia, who has been working in Silicon Valley, US for the last few years will be returning to Belgium to follow the steps of Rudi Pauwels as CEO of the Belgian diagnostic company, Biocartis.
Supporting healthcare policymaking via machine learning – batteries included!
29 May 2017
STADIUS takes the lead in the data analytics efforts in an ambitious European Project MIDAS.
Marc Claesen gives an interview about his PhD for the magazine of the Faculty of Engineering Sciences "Geniaal"
10 February 2017
Did you know that in Belgium approximately one third of type 2 diabetes patients are unaware of their condition?
Joos Vandewalle is nieuwe voorzitter KVAB
09 October 2016
Op 5 oktober 2016 heeft de Algemene Vergadering van de Academie KVAB Joos Vandewalle verkozen tot voorzitter van de KVAB.