SIAM Conference on Uncertainty Quantification (UQ20)
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Kevin Carlberg
Facebook Reality Labs
United States
Presentation
P43: Machine Learning Uncertainty Representations: modeling random variables via conditional density estimation
Author
Date: 03-24-2020 , Time: 04:15 pm
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Topic:
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Session
MS331: Recent Advances in Reduced-Order Models for Many Query and Time-Critical Problems
Chair(s)
Date: 03-25-2020 , Time: 04:30 pm
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Topic: Reduced order models
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Presentation
Windowed Least–Squares Reduced-Order Models for Dynamical Systems
Author
Date: 03-25-2020 , Time: 04:30 pm
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Topic: Reduced order models
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Presentation
- CANCELED - Model reduction of dynamical systems with deep convolutional autoencoders: hyper-reduction, ResNets, and application to UQ
Speaker
Date: 03-27-2020 , Time: 08:30 am
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Topic: Physics-informed and data-driven UQ methods
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Presentation
Windowed Space-time Least-squares Petrov-Galerkin Projection for Nonlinear Model Reduction
Author
Date: 03-27-2020 , Time: 02:00 pm
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Topic: Physics-informed and data-driven UQ methods
Details