MS160B Advancing Predictive Simulations under Uncertainty: AI and UQ for Computational Mechanics II
MS Corresponding Organizer: Dr. Sebastian Kaltenbach ( ETH Zurich / Harvard University , United States )
Chaired by:
Dr. Sebastian Kaltenbach (ETH Zurich / Harvard University , United States) , Dr. Sergey Litvinov (ETH Zurich , Switzerland)
Dr. Sebastian Kaltenbach (ETH Zurich / Harvard University , United States) , Dr. Sergey Litvinov (ETH Zurich , Switzerland)
Scheduled presentations:
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Rephrasing High-dimensional, PDE-based, Bayesian Inverse Problems
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Enhancing bayesian model updating via learnable mappings with application to structural health monitoring
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Scalable Uncertainty Quantification for Deep Molecular Models
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Uncertainty quantification of time-average quantities of chaotic systems
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Inferring Unknown Unknowns with the Real-Rime Data Assimilation with the Regularized Bias-Aware Ensemble Kalman Filter
