SIAM Conference on Uncertainty Quantification (UQ20)
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Christoph Schwab
ETH Zurich Switzerland
  • Session MS191: Deep Learning Algorithms in Computational UQ (Part I of II) Chair(s)
    Date: 03-24-2020 , Time: 10:30 am | Topic: Physics-informed and data-driven UQ methods
    Details
  • 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
  • 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
  • Session MS192: Deep Learning Algorithms in Computational UQ (Part II of II) Chair(s)
    Date: 03-24-2020 , Time: 02:00 pm | Topic: Physics-informed and data-driven UQ methods
    Details
  • 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
  • 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 | Topic: Uncertainty propagation
    Details
  • Presentation Deep ReLU neural networks and finite element spaces Author
    Date: 03-27-2020 , Time: 02:30 pm | Topic: High-dimensional approximation
    Details