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physics.plasm-ph2021
Welch's method transform of strange attractors of argon glow discharge plasmas: symmetric zero point energy fluctuations of particles, anti-particles and virtual particles
M. Fatih Yilmaz, Ramazan Tinaztepe, Bekir Karlik +1
Substantial developments in pattern recognition and machine learning offer unique advancements to study the deeper structures of plasma physics. We have employed the Kernel princip…
physics.plasm-ph2020
Probabilistic principal component and linear discriminant analysis of interaction of 1064 nm CW laser with ICP plasma: Anti-Stokes cooling due to analogue black hole
M. F. Yilmaz, H. U. Rahman, F. Paletou +3
Pattern recognition and machine learning techniques are known to play an emerging role for studying underlying physics of light-matter interaction. While on the subject, photon con…
physics.plasm-ph2018
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…