SIAM Conference on Uncertainty Quantification (UQ20)
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Phaedon-Stelios Koutsourelakis
Technical University of Munich Germany
  • Presentation A generalized Bayesian multi-fidelity framework for high-dimensional inverse problems and uncertainty quantification Author
    Date: 03-25-2020 , Time: 08:30 am | Topic: Inverse problems
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  • Session MS691: Uncertainty Quantification in Deep Learning (Part I of III) Chair(s)
    Date: 03-26-2020 , Time: 08:30 am | Topic: Physics-informed and data-driven UQ methods
    Details
  • Session MS692: Uncertainty Quantification in Deep Learning (Part II of III) Chair(s)
    Date: 03-26-2020 , Time: 02:00 pm | Topic: Physics-informed and data-driven UQ methods
    Details
  • Presentation - Moved from CT14 - Deep probabilistic learning of reduced dynamics of multiscale systems in the Small Data regime Author
    Date: 03-26-2020 , Time: 03:00 pm | Topic: Physics-informed and data-driven UQ methods
    Details
  • Presentation Deep probabilistic reduced-order models accounting for physics by using virtual observables Author
    Date: 03-26-2020 , Time: 03:30 pm | Topic: Physics-informed and data-driven UQ methods
    Details
  • Session MS693: Uncertainty Quantification in Deep Learning (Part III of III) Chair(s)
    Date: 03-26-2020 , Time: 04:30 pm | Topic: Physics-informed and data-driven UQ methods
    Details