MS160B Advancing Predictive Simulations under Uncertainty: AI and UQ for Computational Mechanics II
MS Corresponding Organizer: Dr. Sebastian Kaltenbach (ETH Zurich / Harvard University)
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
V. Scholz*, P. Koutsourelakis -
Enhancing bayesian model updating via learnable mappings with application to structural health monitoring
M. Torzoni, S. Mariani, A. Manzoni* -
Scalable Uncertainty Quantification for Deep Molecular Models
J. Zavadlav* -
Uncertainty quantification of time-average quantities of chaotic systems
G. Papadakis*, K. Kantarakias -
Inferring Unknown Unknowns with the Real-Rime Data Assimilation with the Regularized Bias-Aware Ensemble Kalman Filter
A. Novoa, L. Magri*
