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：30th November - 1st December 2019

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软件

In collaboration with the Institute for Risk and Uncertainty (University of Liverpool, UK), Centre for Intelligent Infrastructure (Strathclyde University, Scotland) and the Institute for Risk and Reliability (University of Hannover, Germany) we are offering a 2 days training course on Uncertainty Quantification using COSSAN Software

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 PROGRA

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

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

•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

•Random Variables and Random Variables Sets

•Monte Carlo simulation and advanced simulation techniques (Subset simulation, Line Sampling, Importance Sampling, Latin Hypercube Sampling)

•Global and Local Sensitivity analysis

•Global optimisation techniques

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

•Reliability based and robust design

VENUE

•Room 8319 of School of Water Resources and Hydropower Engineering