U. Scheithauer, EXAMPLES FOR THE IMPROVEMENTS IN AES DEPTH PROFILING OF MULTILAYER THIN-FILM SYSTEMS BY APPLICATION OF FACTOR-ANALYSIS DATA EVALUATION, Fresenius' journal of analytical chemistry, 353(3-4), 1995, pp. 464-467
Factor analysis has proved to be a powerful tool for the full exploita
tion of the chemical information included in the peak shapes and peak
positions of spectra measured by AES depth profiling. Due to its abili
ty to extract the number of independent chemical components, their spe
ctra and their depth distributions, its information content exceeds th
e one of the usual peak-to-peak height evaluation of AES depth profile
data. Using modern software with a graphically interactive user inter
face the analysi is put into a position, where he can work with Factor
Analysis on a physically intuitive level despite of all the matrix al
gebra mathematics which it is based upon. The progress brought about b
y Factor Analysis to AES depth profiles of thin films is demonstrated
by the analysis of two thin film systems. The first one is a Pt/Ti met
allisation used as bottom electrode for ferroelectric thin films, the
second one is a multilayer system where a Ti silicide formation of bur
ied Ti/Si bilayers has been induced. Both examples show that Factor An
alysis evaluation of AES depth profile data is capable to give access
to stoichiometry information and to reveal interfacial layer phases, i
nformation which is hardly obtained from the conventional peak-to-peak
height data evaluation.