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Lecture 13: Uncertainty Quantification Molecular Dynamics Simulations
01 Feb 2011 | Online Presentations | Contributor(s): Alejandro Strachan
http://memshub.org/resources/111
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Lecture 12: Uncertainty Propagation in a Multiscale Model of Nanocrystalline Plasticity
01 Feb 2011 | Online Presentations | Contributor(s): Marisol Koslowski
http://memshub.org/resources/105
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Lecture 9: Dakota as a Solution Verification and Uncertainty Quantification Tool
09 Dec 2010 | Online Presentations
http://memshub.org/resources/79
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Lecture 11: Bayesian Methods II
17 Nov 2010 | Online Presentations | Contributor(s): Sankaran Mahadevan
http://memshub.org/resources/85
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Lecture 10: Bayesian Methods I
17 Nov 2010 | Online Presentations | Contributor(s): Sankaran Mahadevan
http://memshub.org/resources/84
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Lecture 8: V&V and UQ of Computational Models
28 Oct 2010 | Online Presentations | Contributor(s): Alina Alexeenko
http://memshub.org/resources/75
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Lecture 7: UQ in Experiments
08 Oct 2010 | Online Presentations | Contributor(s): Arvind Raman
http://memshub.org/resources/70
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Lecture 6: Using MEMOSA UQ Software
04 Oct 2010 | Online Presentations | Contributor(s): Martin Hunt
http://memshub.org/resources/58
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Lecture 5: Generalized Polynomial Chaos for UQ, part 2
04 Oct 2010 | Online Presentations | Contributor(s): Dongbin Xiu, Akil Narayan
http://memshub.org/resources/56
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Lecture 4: Generalized Polynomial Chaos for UQ, part 1
18 Sep 2010 | Online Presentations | Contributor(s): Dongbin Xiu, Akil Narayan
http://memshub.org/resources/48
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Lecture 3: Uncertainty Propagation
13 Sep 2010 | Online Presentations | Contributor(s): Lin Sun, Martin Hunt
http://memshub.org/resources/46
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Lecture 2: Sensitivity Analysis
08 Sep 2010 | Online Presentations | Contributor(s): Sanjay Mathur
Linear sensitivity analysis; finite difference, sensitivity equation, code differentiation.
http://memshub.org/resources/39
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ME597/AAE590: Introduction to Uncertainty Quantification
08 Sep 2010 | Courses | Contributor(s): Alina Alexeenko
The focus of the course is on the quantification of uncertainty in multiscale multiphsyics simulations for engineering analysis. The course is taught as a set of lectures given by Purdue Faculty from …
http://memshub.org/resources/40
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Lecture 1: Introduction to Verification & Validation and Uncertainty Quantification
08 Sep 2010 | Online Presentations | Contributor(s): Alina Alexeenko, Jayathi Murthy
Intro to V&V and UQ; basic statistics.
http://memshub.org/resources/37