Content available in repository
Content available in repository
Groene Loper 5, Department of Mathematics and Computer Science
5612 AP Eindhoven
Netherlands
P.O. Box 513, Metaforum
5600 MB Eindhoven
Netherlands
We are a research group of applied mathematicians striving to develop a coherent mathematical and algorithmic framework that optimally combines the strengths of complex physics-based models with the (often vast) data sets which are now routinely available in many fields of engineering, science and technology. The main challenges that we face are:
Developing a coherent mathematical and algorithmic framework optimally combining the strengths of complex physics-based models with (often vast) data sets.
In many fields of science and engineering, decisions are based on the outcomes of models that estimate/predict the state of a physical system or some of its relevant properties. One can distinguish two main families of such predictive models:
Both approaches yield valuable yet incomplete descriptions of the true state since, in general, the phenomenon is too complex to be perfectly captured by either strategy.
Current fields of research:
Person: UD : Assistant Professor
Person: Prom. : doctoral candidate (PhD)
Person: Prom. : doctoral candidate (PhD)
Research output: Contribution to journal › Article › Academic › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Research output: Contribution to journal › Article › Academic › peer-review
Kuijer, S. C., Mula, O., Baaijens, F. P. T., Loerakker, S., van de Burgt, Y. B., Jansen, B. M. P., Proll, J. H. E., Birk, M. V., van der Meel, R., Balatsoukas-Stimming, A. & Smolders, K. C. H. J.
24/10/22
2 items of Media coverage
Press/Media: Expert Comment
Kuijer, S. C., Mula, O., Baaijens, F. P. T., Loerakker, S., van de Burgt, Y. B., Jansen, B. M. P., Proll, J. H. E., Birk, M. V., van der Meel, R., Balatsoukas-Stimming, A. & Smolders, K. C. H. J.
22/10/22
1 item of Media coverage
Press/Media: Expert Comment
7/05/22
1 item of Media coverage
Press/Media: Expert Comment
Student thesis: Master
Student thesis: Bachelor
Student thesis: Bachelor