培训课程名称：8th COSSAN TRAINING COURSE UNCERTAINTY QUANTIFICATION

培训专家：Prof. Michael Beer  德国莱布尼兹大学   Dr. Edoardo Patelli   英国斯特拉斯克莱德大学

               Dr. Matteo Broggi  德国莱布尼兹大学   Mr. Jasper Behrensdorf   德国莱布尼兹大学

邀请人：曹子君 教授

培训时间：2019年11月30日——12月1日

培训地点：水利水电学院八教8319会议室

注意事项：需自带电脑并安装2016b及以上版本的matlab

培训课程简介：

Aims and Learning Outcomes

You will learn the main techniques available for dealing with uncertainties in modelling through an advanced and powerful framework and user interface.

Structure of the Training Programme

1) The first day is dedicated to an introduction of the COSSAN software, and to general concepts of stochastic and probabilistic analysis using practical exercises.

2) The second day is dedicated to advance features including link to 3rd party  solvers,otpimization uncertainties, and metamodelling techniques.

3) In addition during the course, one to one meeting with the main developers of the COSSAN

Software will be possible for discussions on possible collaboration or demonstrations of  advanced software capabilities.

Main Concepts and Techniques

1) Random Variables and Random Variables Sets

2) Monte Carlo simulation and advanced simulation techiniques (Subset simulation, Line

Sampling, Importance Sampling, Latin Hypercube Sampling)

3) Global and Local Sensitivity analysis

4) Global optimization techniques

5) Surrogate Models (Artificial Neural Networks, Response surface, Kriging)

6) Reliability based and robust desing

      欢迎相关专业教师和研究生的光临！