Cross-System Transfer of Material Classification Models in Laser-Induced Breakdown Spectroscopy
Školitel: Prof. Jozef Kaiser, Ph.D.
Instituce: Brno University of Technology, Central European Institute of Technology BUT
Obor: Advanced Materials and Nanosciences
O mém projektu
Laser-Induced Breakdown Spectroscopy combined with the right statistical and data analysis methods has the potential to identify and classify most materials, including metals, minerals and biological ones. One of the biggest issue in the LIBS community, is the transfer of the classification models from one LIBS system to another. The present work’s aim is to develop the methodology necessary to solve this issue by incorporating advanced chemometric, machine learning and plasma modelling approaches.