TY - THES U1 - Abschlussarbeit (Bachelor) A1 - Filonenko, Ekaterina T1 - Crystal Structure Detection in Microgravity Experiments using Machine Learning Methods N2 - In this thesis, we analyse Machine Learning methods for crystal structure detection in microgravity experiments. Our objective is to identify crystal structures of the particles by a 2D projection. We modify an already existing algorithm for 3D structures. Through extensive testing, we validate the accuracy and efficiency of our approach in various experimental conditions. Additionally, we explore the potential for integrating these methods to enhance the overall experimental workflow. Finally, we demonstrate the advantages of our modified implementations and discuss other possible approaches. KW - Maschinelles Lernen KW - Kristallstruktur Y2 - 2024 U6 - https://nbn-resolving.org/urn:nbn:de:bsz:mit1-opus4-158522 UN - https://nbn-resolving.org/urn:nbn:de:bsz:mit1-opus4-158522 SP - 73 S1 - 73 ER -