A. Rost

Synthetic Polynomial Surrogates for Mechanical Processes: A Comparative Study of Data-Sampling and -Modelling Methods

To improve physical processes, domain experts use experimental test setups to gather data. After sampling, the data is analysed using a regression model, for example. The objective of this work is to investigate the performance of different combinations of sampling and machine learning methods under varying process cha...