Experiment design, reliability, uncertainty

Objectives

At the end of this module, the student will have understood and be able to explain
the main methods of experimental design,
the analysis of uncertainties,
the reliability methods,
the probability estimation of  of rare events.
The student will be able to
plan an experiment in the framework of a linear model,
built a response surface and perform a sensitivity analysis for the treatment of uncertainties in numerical simulation.

Needed prerequisite

Elements of statistical modelling
 
Exploratory data analysis and statistical software.

Form of assessment

The evaluation of outcome prior learning is made as a continuous training during the semester. According ot the teaching, the assessment will be different: as a written exam, an oral exam, a record, a written report, peers review...