Applied and Computational Mathematics in Engineering Application
March 20th to 24th, 2017 at University of Aveiro, Portugal
The course focus on data acquisition, data analysis, and mathematical modeling.
| Hours | Monday | Tuesday | Wednesday | Thursday | Friday |
|---|---|---|---|---|---|
| 09:00 - 11:00 | G. Teschke 1) | G. Teschke 1) | T. Lahmer 1) | D. Penava 1) | t.b.a. |
| 11:00 - 12:30 | D. Legatiuk 1) | I. Pereira 2) | t.b.a. | T. Lahmer 2) | t.b.a. |
| Lunch break | |||||
| 14:00 - 16:00 | I. Pereira 1) | N. Lopes 1) | D. Penava 2) | ||
| 16:00 - 17:00 | D. Legatiuk 2) | G. Teschke 1) | M. Alalade 2) | ||
| self study & social events | |||||
1) ... Lecture 2) ... Project
G.Teschke, University of Applied Sciences Neubrandenburg, Germany
- Data modeling (real world, physical modeling, discrete data)
- Study of data errors with examples from the calculation of derivatives
- Data sampling design based on error models / general sampling approaches
- Data Mining (classification, SMV with examples of object recognition)
- Applications
D. Legatiuk, Bauhaus Universität Weimar, Germany
- Modern modelling concepts in engineering
I. Pereira / N. Lopes, University of Aveiro, Portugal
- Statistical Data Analysis, Time series analysis
T. Lahmer, Bauhaus Universität Weimar, Germany
- Optimal Design of Experiments
- How to gather data for the identification of parameters in models?
- Fisher Information based approaches
- Methods for minimizing mean squared reconstruction errors
- Optimization in Engineering Problems
- Concepts and Methods for Nonlinear Optimization
- Local Search Methods
- Methods for non smooth functions
- Global Methods
- Application: Calibration of Models
D. Penava, Josip Juraj Strossmayer University of Osijek, Croatia
- A simplified material model for finite element analysis of clay block masonry units
