PRISM Lectures - Fall 2010
2010- Lecture Series
ME 597/ AAE 590: Introduction to Uncertainty Quantification
| Date: | Lecture: | Lecturer: |
| August 27 | Intro to V&V and UQ; basic statistics | Alina Alexeenko |
| September 3 | Linear sensitivity analysis; finite difference, code differentiation | Sanjay Mathur |
| September 10 | Uncertainty propagation - sensitivity equation, variance propagation eqn, non-deterministic sampling | Kim Sun |
| September 17 | Polynomial chaos - Galerkin and collocation | Anil Narayan |
| September 24 | Polynomial chaos - Galerkin and collocation | Anil Narayan |
| October 1 | Using MEMOSA UQ software | Martin Hunt |
| October 8 | Uncertainty quantification in experiments | Arvind Raman |
| October 15 | Verification and validation of computational models | Alina Alexeenko |
| October 29 | Introduction to DAKOTA | Ben Pax |
| November 5 | Introduction to Bayesian methods and Bayesian calibration | Mahadevan |
| November 12 | Bayesian networks for uncertainty quantification | Mahadevan |
| November 19 | Assignment 3 discussion | Anil Narayan |
| December 10 | Epistemic uncertainty in molecular dynamics; Closure | Alejandro Strachan |
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Matt Potrawski
Managing Director, PRISM Center
Purdue University
Birck Nanotechnology Center
1205 W. State St., Suite 2027
West Lafayette, IN 47907-2088
- mpotraws@purdue.edu
- Phone: 765.496.6298
- Fax: 765.494.4731