PRISM at Discovery Park

PRISM Lectures - Fall 2010

2010- Lecture Series


Memshub.org/resources/40/

 

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