Master-Thesis

Spectrum Surrogates for Electromagnetic Compatibility Frequency response via high-dimensional embedding via principal component analysis (PCA) Alignment of specific special frequencies, refered to as warping Surrogates with Polynomial Chaos Expansion (PCE) and Gaussian Process Regression (GPR) sensitivity analysis with Sobol indices Application to electromagnetic compatibility simulations.

Working Student

Parameter identification of a 6-axis industrial robot Working with the software for digital twins (ISG-virtuos) Interface of different digital twins using the Asset Administration Shell (AAS)