SIAM Conference on Uncertainty Quantification (UQ20)
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Omar Ghattas
The University of Texas at Austin United States
  • Session MS701: Advances in Bayesian optimal experimental design (Part I of II) Chair(s)
    Date: 03-24-2020 , Time: 10:30 am | Topic: Design of experiments
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  • Presentation Scalable structure-exploiting approaches to optimal experimental design Speaker
    Date: 03-24-2020 , Time: 10:30 am | Topic: Design of experiments
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  • Session MS702: Advances in Bayesian optimal experimental design (Part II of II) Chair(s)
    Date: 03-24-2020 , Time: 02:00 pm | Topic: Design of experiments
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  • Presentation P06: A novel Knothe-Rosenblatt Stein variational transport method: applications in data assimilation Author
    Date: 03-24-2020 , Time: 04:15 pm | Topic:
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  • Presentation P13: Numerical approximations for Stein variational Newton transport approaches to Bayesian inversion Author
    Date: 03-24-2020 , Time: 04:15 pm | Topic:
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  • Presentation - CANCELED - P18: On Gaussian Mixture Approximations of the Standard Normal: Application to an Advection Diffusion Inverse Problem with Model Uncertainty Author
    Date: 03-24-2020 , Time: 04:15 pm | Topic:
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  • Presentation P20: An Extensible Software Framework for Large-Scale Inverse Problems Governed by Partial Differential Equations Author
    Date: 03-24-2020 , Time: 04:15 pm | Topic:
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  • Presentation Taylor Approximations with Gaussian Mixtures for Optimization Under Uncertainty - A Multi Local Fidelity Approach Author
    Date: 03-25-2020 , Time: 09:50 am | Topic: Optimization and optimal control under uncertainty
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  • Session CT16: Neural Networks and Machine Learning Chair(s)
    Date: 03-25-2020 , Time: 08:30 am | Topic: Physics-informed and data-driven UQ methods
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  • Session SIAG/UQ Early Career Prize Chair(s)
    Date: 03-25-2020 , Time: 11:15 am | Topic: Inverse problems
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  • Presentation End-to-end Uncertainty Quantification with hIPPYlib Author
    Date: 03-25-2020 , Time: 06:00 pm | Topic: Inverse problems
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  • Presentation Neural Networks as Control Variates for UQ in Ice Sheet Flow Author
    Date: 03-26-2020 , Time: 09:30 am | Topic: Reduced order models
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  • Presentation Fast methods for Bayesian inverse problems governed by random PDE forward models Author
    Date: 03-26-2020 , Time: 02:30 pm | Topic: Inverse problems
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  • Presentation - Moved from CT16 - Encoder-decoder architectures for PDE based inference problems Author
    Date: 03-26-2020 , Time: 02:00 pm | Topic: Physics-informed and data-driven UQ methods
    Details