论文标题
1064 nm CW激光与ICP等离子体的相互作用的概率主要成分和线性判别分析：由于模拟黑洞而引起的抗烟药冷却
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
论文作者
论文摘要
众所周知，模式识别和机器学习技术在研究光结合相互作用的基本物理学方面起着新的作用。在该主题上，光子冷凝和抗孔冷却仍然令人信服的激光等离子体等离子体相互作用。 In this work, the interaction of a 1064 nm continuum-wave laser with inductively-coupled plasma (ICP) of Mercury(Hg) has been studied by probabilistic pattern recognition over observed time resolved spectral data.3D vector fields obtained by the probabilistic pattern recognition over spectral database proficiently illuminates the analogue black hole (ABH) and its sonic horizon in which homoclinic轨道惠斯勒海浪退出了。矢量光谱显示了凝结和反stokes冷却的集体行为是由于Laser的ABH的声子下沉所捕获的HG1的电子过渡。通过概率线性判别分析（PLDA）获得的亚音音声子矢量谱的建模估计ABH水槽区域温度的0.70纳米核素。
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 condensation and Anti-Stokes cooling remain compelling phenomena of laser-underdense plasma interaction. In this work, the interaction of a 1064 nm continuum-wave laser with inductively-coupled plasma (ICP) of Mercury(Hg) has been studied by probabilistic pattern recognition over observed time resolved spectral data.3D vector fields obtained by the probabilistic pattern recognition over spectral database proficiently illuminates the analogue black hole (ABH) and its sonic horizon in which homoclinic orbit Whistler waves are exited. Vector spectra show the collective behavior of condensation and anti-Stokes cooling is due to the electronic transitions of Hg1 trapped by the phonon sink of ABH of laser. Modeling of subsonic phonon vector spectrum obtained by the probabilistic linear discriminant analysis(PLDA) estimates the 0.70 nanoKelvin of temperature of the sink region of ABH.
