Academic Catalog

IAM768 SPECIAL TOPICS: METHODS AND APPLICATIONS OF UNCERTAINTY QUANTIFICATION

Course Code: 9700768
METU Credit (Theoretical-Laboratory hours/week): 3(0-0)
ECTS Credit: 8.0
Department: Institute Of Applied Mathematics
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Prof.Dr. MR UUR
Offered Semester: Fall and Spring Semesters.

Course Content

Probability, Random Processes, and Statistics; Markov Chains; Sampling and Monte Carlo Methods; Parameter Estimation; Uncertainty Propagation in Models; Stochastic Spectral Methods; Surrogate Models and Advanced Topics.