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ME597/AAE590: Introduction to Uncertainty Quantification

By Alina Alexeenko

Aeronautics and Astronautics, Purdue University, West Lafayette, IN

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Lecture Number/Topic Online Lecture Video Lecture Notes Supplemental Material Suggested Exercises
ME 597A Lecture 1: Introduction to V&V View HTML
View Notes
ME 597A Lecture 2: Sensitivity Analysis View HTML
View ME 597A Lecture 2: Sensitivity Analysis
ME 597A Lecture 4: Generalized Polynomial Chaos for UQ I - The Galerkin Approach View HTML
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ME 597A Lecture 5: Generalized Polynomial Chaos for UQ II - The Collocation Approach View HTML
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ME 597A Lecture 7: Uncertainty Quantification in Experiments View HTML
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Guest Lecture Arvind Raman.



ME 597A Lecture 12: Uncertainty Propagation in a Multiscale Model of Nanocrystalline Plasticity View HTML
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Guest lecturer: Marisol Koslowski.



ME 597A Lecture 13: Uncertainty Quantification of Molecular Dynamics Simulations View HTML
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Guest lecturer: Alejandro Strachan.
 



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