SIAM Conference on Uncertainty Quantification (UQ20)
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Peng Chen
The University of Texas at Austin
United States
Session
MS701: Advances in Bayesian optimal experimental design (Part I of II)
Chair(s)
Date: 03-24-2020 , Time: 10:30 am
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Topic: Design of experiments
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Presentation
Scalable structure-exploiting approaches to optimal experimental design
Author
Date: 03-24-2020 , Time: 10:30 am
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Topic: Design of experiments
Details
Session
MS702: Advances in Bayesian optimal experimental design (Part II of II)
Chair(s)
Date: 03-24-2020 , Time: 02:00 pm
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Topic: Design of experiments
Details
Presentation
P06: A novel Knothe-Rosenblatt Stein variational transport method: applications in data assimilation
Author
Date: 03-24-2020 , Time: 04:15 pm
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Topic:
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Presentation
Taylor Approximations with Gaussian Mixtures for Optimization Under Uncertainty - A Multi Local Fidelity Approach
Author
Date: 03-25-2020 , Time: 09:50 am
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Topic: Optimization and optimal control under uncertainty
Details
Presentation
Projected Stein variational Newton: A fast and scalable Bayesian inference method in high dimensions
Speaker
Date: 03-25-2020 , Time: 02:30 pm
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Topic: Statistical methods for UQ
Details
Presentation
On adaptation of sparse quadrature and sparse polynomial-based Knothe Rosenblatt maps for high-dimensional Bayesian inversion
Author
Date: 03-25-2020 , Time: 05:00 pm
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Topic: High-dimensional approximation
Details
Presentation
- MOVED from MS012 - A Stein Variational Newton Method for Optimal Experimental Design Problems
Author
Date: 03-26-2020 , Time: 03:30 pm
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Topic: Design of experiments
Details
Presentation
- Moved from CT16 - Encoder-decoder architectures for PDE based inference problems
Author
Date: 03-26-2020 , Time: 02:00 pm
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Topic: Physics-informed and data-driven UQ methods
Details