Sparse Bayesian Learning for Rational Surrogate Models in the Context of Structural Dynamics
MPI CSC Seminar
2023
Sparse Bayesian Learning for Rational Polynomial Chaos Expansion and Application in Structural Dynamics
UQSay Seminar
2023
Bayesian Model Updating for Frequency Domain Data Using Active Learning Based Sparse Bayesian Rational Polynomial Chaos Surrogates
SIAM Conference on Uncertainty Quantification (UQ24)
2024
Comparison of Inconsistency Measures, Model Order Reduction Methods and Interpolation/Regression Methods for Parametric Model Order Reduction by Matrix Interpolation
Young Mathematicians in Model Order Reduction 2023
2023
Multi-fidelity Optimization of an Acoustic Metamaterial using Model Order Reduction and Machine Learning
2022
Implementation of a Timoshenko beam within an elastodynamic halfspace modeled by the Wave Based Method
XII International Conference on Structural Dynamics (EURODYN 2023)
2023
An Active Learning Approach Using Rational Function Approximations for Bayesian updating
XII International Conference on Structural Dynamics
2023
Soil-structure-interaction effects on the seismic performance of a masonry building under geothermal power plants induced earthquakes
Structures
2023
55
468-481
An Active Learning Approach Using Rational Function Approximations for Maximum A-Posteriori Estimation
5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering
2023
Coupling of the analytical solution for the Timoshenko beam with a fully saturated halfspace by application of the Wave Based Method
9th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2023)
2023