ME597/AAE590: Introduction to Uncertainty Quantification
Lecture Number/Topic | Online Lecture | Video | Lecture Notes | Supplemental Material | Suggested Exercises |
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ME 597A Lecture 1: Introduction to V&V | View HTML |
View | Notes (pdf) | ||
ME 597A Lecture 2: Sensitivity Analysis | View HTML |
View | Notes (pdf) | ||
ME 597A Lecture 4: Generalized Polynomial Chaos for UQ I - The Galerkin Approach | View HTML |
View | Notes (pdf) | ||
ME 597A Lecture 5: Generalized Polynomial Chaos for UQ II - The Collocation Approach | View HTML |
View | Notes (pdf) | ||
ME 597A Lecture 7: Uncertainty Quantification in Experiments | View HTML |
View | Notes (pdf) | ||
Guest Lecture Arvind Raman. |
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ME 597A Lecture 12: Uncertainty Propagation in a Multiscale Model of Nanocrystalline Plasticity | View HTML |
View | Notes (pdf) | ||
Guest lecturer: Marisol Koslowski. |
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ME 597A Lecture 13: Uncertainty Quantification of Molecular Dynamics Simulations | View HTML |
View | Notes (pdf) | ||
Guest lecturer: Alejandro Strachan. |