Bayesian Inverse Problems

Gain a fundamental understanding of the use of probabilistic methods and reliability analysis techniques in engineering applications.Understand Bayesian methods including filtering techniques, Bayesian networks, etc., and their use in engineering systems analysis.Learn to implement advanced statistical methods and uncertainty quantification techniques using computational tools. Understand cutting edge research methods in applying probabilistic methods to varied engineering disciplines from leading experts in different fields.