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1. Uncertainty Quantification and Scientific Machine Learning for Complex Engineering Systems

   Online Presentations | 17 Aug 2020 | Contributor(s):: Guang Lin

   In this talk, I will first present a review of the novel UQ techniques I developed to conduct stochastic simulations for very large-scale complex systems.

2. ME 597UQ Uncertainty Quantification

   Courses | 02 Feb 2018 | Contributor(s):: Ilias Bilionis

   The goal of this course is to introduce the fundamentals of uncertainty quantification to advanced undergraduates or graduate engineering and science students with research interests in the field of predictive modeling.

3. Uncertainty Quantification with Rappture

   Presentation Materials | 29 Sep 2016 | Contributor(s):: Martin Hunt

   Uncertainty Quantification (UQ) is a new feature in  Rappture. This presentation discusses What is it? Why would you need it? How does it work? How do you use it?

4. A Gentle Introduction to Uncertainty Quantification

   Online Presentations | 19 Aug 2016 | Contributor(s):: Ilias Bilionis

5. ME597/AAE590: Introduction to Uncertainty Quantification

   Courses | 31 Jan 2011 | Contributor(s):: Alina Alexeenko

   The focus of the course is on the quantification of uncertainty in multiscale multiphsyics simulations for engineering analysis. The course introduces the student to the concepts of verification and validation, sensitivity analysis, and uncertainty propagation using sampling methods, polynomial...

6. Introduction to Uncertainty Quantification

   Courses|' 22 Oct 2014

   The objective of this summer school on Uncertainty Quantification and its Applications is to present an accessible introduction to the basic tools of uncertainty quantification, with the goal of...

   https://nanohub.org/courses/UQ