Erik Képeš

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.