ECTS
No
Subject Category
Statistics
Data analysis
Skills tags
Model optimization and sensitivity analysis
Linking COMSOL with MATLAB
Programming scripts for generating and analyzing model data
Performing Monte Carlo and genetic algorithm simulations
Defining objectives, variables and constraints for optimization
Conducting parameter estimation using COMSOL and MATLAB
Key topics
COMSOL’s LiveLink for MATLAB and the Optimization Module, model designs; objective functions, design variables and constraints; creating geometries from probabilistic or image data; statistical analysis, Monte Carlo simulations and genetic algorithms; theoretical foundations of optimization and sensitivity analysis, various optimization interfaces (geometric, material property, topological, parameter estimation)