1 citations · 1 across the 8 of their papers we have counts for
5 papers · 1 filter
Investigation of electron beam effects on L shell Mo plasma produced by a compact LC generator using pattern recognition
M. F. Yilmaz, Y. Danisman, M. Ozdemir +2
In this paper, the effects of electron beam on the X pinch produced spectra of L-shell Mo plasma have been investigated by principal component analysis (PCA), and this analysis is…
A hybrid machine learning model to study UV-Vis spectra of gold nano spheres
B. Karlik, M. F. Yilmaz, M. Ozdemir +2
Here, we have employed Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) to analyze Mie calculated UV-Vis spectra of gold nanospheres (GNS). Eigen spectra o…
Linear discriminant analysis as an alternative method to investigate the interaction of a 1064 nm CW laser light with a cold inductively-coupled plasma
M. Fatih Yilmaz, M. Elif Tanriseven, Edgar Obonyo +1
In this paper, the interaction of a 1064 nm continuum-wave laser with inductively-coupled plasma generated in a fluorescent light bulb has been studied both experimentally and theo…
Linear discriminant analysis based predator-prey analysis of hot electron effects on the X-pinch plasma produced K-shell Aluminum spectra
Mehmet Fatih Yilmaz, Yusuf Danisman, Jean Larour +1
Linear Discriminant Analysis (LDA) is applied to investigate the electron beam effects on the X-pinch produced K-shell Aluminum synthetic spectra. The radiating plasma is produced…
Testing the Use of the Principal Component Analysis Method to Detect Slight Changes in Nitrogen and Oxygen Spectra Induced by a Change in Discharge Conditions
M. F. Yilmaz, A. Fkereen, Y. Danisman +1
In this work, the influence of crossed magnetic fields (B=100 Gauss) on the UV-vis and NIR spectra and breakdown voltages of nitrogen and oxygen at a pair of parallel plane copper…