
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:
-
Rephrasing High-dimensional, PDE-based, Bayesian Inverse Problems
-
Enhancing bayesian model updating via learnable mappings with application to structural health monitoring
-
Scalable Uncertainty Quantification for Deep Molecular Models
-
Uncertainty quantification of time-average quantities of chaotic systems
-
Inferring Unknown Unknowns with the Real-Rime Data Assimilation with the Regularized Bias-Aware Ensemble Kalman Filter