Articles with "regression markov" as a keyword



Equilibrium reconstruction of axisymmetric plasmas by combining Gaussian process regression and Markov chain Monte Carlo sampling

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Published in 2024 at "Plasma Physics and Controlled Fusion"

DOI: 10.1088/1361-6587/ad9521

Abstract: Reliable equilibrium reconstruction is indispensable for understanding and controlling hot magnetized plasmas to achieve fusion reactors. In axisymmetric systems, current and pressure profiles that satisfy the force balance conditions are given by the Grad–Shafranov (GS)… read more here.

Keywords: regression markov; gaussian process; reconstruction; process regression ... See more keywords