SIAM Conference on Uncertainty Quantification (UQ20)
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Nicholas Zabaras
University of Notre Dame
United States
Presentation
Surrogate Modeling and Uncertainty Quantification of Dynamical PDE Systems with Bayesian Physics-Constrained Deep Neural Networks
Author
Date: 03-24-2020 , Time: 02:30 pm
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Topic: Physics-informed and data-driven UQ methods
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Presentation
Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian conductivities in solute transport modeling
Speaker
Date: 03-26-2020 , Time: 06:00 pm
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Topic: Physics-informed and data-driven UQ methods
Details