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Session
MS191: Deep Learning Algorithms in Computational UQ (Part I of II)
Chair(s)
Date:
03-24-2020 ,
Time:
10:30 am
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Topic: Physics-informed and data-driven UQ methods
Details
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Presentation
Expressive power of neural networks in Bayesian UQ
Author
Date:
03-24-2020 ,
Time:
10:30 am
|
Topic: Physics-informed and data-driven UQ methods
Details
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Presentation
Deep neural network expression rate analysis for forward and Bayesian inverse PDE UQ
Author
Date:
03-24-2020 ,
Time:
11:00 am
|
Topic: Physics-informed and data-driven UQ methods
Details
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Session
MS192: Deep Learning Algorithms in Computational UQ (Part II of II)
Chair(s)
Date:
03-24-2020 ,
Time:
02:00 pm
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Topic: Physics-informed and data-driven UQ methods
Details
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Presentation
Posterior density approximation for Gaussian priors
Author
Date:
03-24-2020 ,
Time:
03:00 pm
|
Topic: Physics-informed and data-driven UQ methods
Details
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Presentation
Higher Order Quasi-Monte Carlo for the Computation of Far Field Statistics in Acoustic Wave Scattering by Uncertain Penetrable Domains
Author
Date:
03-26-2020 ,
Time:
09:30 am
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Topic: Uncertainty propagation
Details
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Presentation
Deep ReLU neural networks and finite element spaces
Author
Date:
03-27-2020 ,
Time:
02:30 pm
|
Topic: High-dimensional approximation
Details