MS232A Uncertainty Quantification for Engineering Systems with Surrogate Models I
Main Organizer:
Mr.
Hendrik Geisler
(
Leibniz University Hannover
, Germany
)
Chaired by:
Prof. Philipp Junker (Leibniz University Hannover , Germany) , Mr. Hendrik Geisler (Leibniz University Hannover , Germany)
Prof. Philipp Junker (Leibniz University Hannover , Germany) , Mr. Hendrik Geisler (Leibniz University Hannover , Germany)
Scheduled presentations:
-
Adaptive Sparse Grid Surrogates for Safety-Critical Uncertainty Quantification in Engineering Systems
-
On the uncertainty quantification for viscoelastic structures under finite strain using time-separated stochastic mechanics
-
Surrogate-Based Uncertainty Quantification for Fluid-Structure Interactions
-
Accelerating Gaussian Process Modeling via Tensor Decomposition for Uncertainty Quantification in Dynamical Systems
-
Gradient-Enhanced Spline Dimensional Decomposition via Energy-Balanced Scaling and L1-Regularized Sparse Reconstruction
