SIAM Conference on Uncertainty Quantification (UQ20)
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Xun Huan
University of Michigan United States
  • Presentation Variational system identification of partial differential equations governing pattern formation: Inference with sparse, noisy and incomplete data Author
    Date: 03-24-2020 , Time: 11:30 am | Topic: Physics-informed and data-driven UQ methods
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  • Presentation - CANCELED - Bayesian Inference and Optimal Experimental Design for System Identification of Material Physics Phenomena Author
    Date: 03-25-2020 , Time: 05:00 pm | Topic: Inverse problems
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  • Presentation Capturing Training Uncertainty Using Bayesian Neural Networks in a Rotorcraft Ice Detection Application Author
    Date: 03-27-2020 , Time: 09:30 am | Topic: Physics-informed and data-driven UQ methods
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  • Session MS891: Model-based Optimal Experimental Design (Part I of II) Chair(s)
    Date: 03-27-2020 , Time: 08:30 am | Topic: Design of experiments
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  • Presentation Optimal Bayesian Design of Sequential Experiments Using Reinforcement Learning with Policy Gradient Method Speaker
    Date: 03-27-2020 , Time: 08:30 am | Topic: Design of experiments
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  • Session MS892: Model-based Optimal Experimental Design (Part II of II) Chair(s)
    Date: 03-27-2020 , Time: 02:00 pm | Topic: Design of experiments
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  • Presentation Asymptotically exact optimal experimental design using local surrogate models to design aquifer monitoring strategies Author
    Date: 03-27-2020 , Time: 03:30 pm | Topic: Design of experiments
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