Model Based Design of Experiments
Compact Course and Workshop
HGS MathComp at IWR, Heidelberg University
February 8-12, 2010, 9 am - 4 pm
Im Neuenheimer Feld 368, 69120 Heidelberg, Room 432
Summary
Complex processes are described by nonlinear differential equation
systems. Only validated models allow realistic process simulations
and the potential of process optimizations.
This course deals with concepts, methods and software for model validation, especially sensitivity analysis, parameter estimation, optimum experimental design and model discrimination.
The course consists of lectures, tutorials and practicals including an introduction to PARFIT and VPLAN. It will be concluded by scientific presentations from local and external researchers.
This course deals with concepts, methods and software for model validation, especially sensitivity analysis, parameter estimation, optimum experimental design and model discrimination.
The course consists of lectures, tutorials and practicals including an introduction to PARFIT and VPLAN. It will be concluded by scientific presentations from local and external researchers.
Contents
- Modelling
- Parameter Estimation
- Linear Experimental Design
- Nonlinear Experimental Design
- Computational Methods
- Applications
- Scientific Workshop
Target Audience
Students and scientists who work with processes, models, data and experiments
from the fields of Mathematics, Natural, Life and Engineering Sciences. Basic
knowledge on numerical mathematics and differential equations is useful but not
mandatory.
Schedule
- Mon-Wed: Compact Course
Morning: two 90 min lectures, afternoon: computer tutorials. - Thu-Fri: Workshop
Scientific presentations from local and external researchers.
Slides of the Presentations
Participants of the course can download the slides here.
Organizers and Lecturers
- Dr. Thomas Carraro, Institute for Applied Mathematics, Heidelberg University
- Dr. Stefan Körkel, HGS MathComp, Heidelberg University
Contact and Registration
If you want to participate, please send an email to
optex@uni-hd.de
until February 3, 2010.
Author: Stefan Körkel
Latest Update: Tue Apr 6 14:54:04 2010
Latest Update: Tue Apr 6 14:54:04 2010
