A κ−ε model for plasma anomalous transport in tokamaks: closure via the scaling of the global confinement
Sign Up to like & getrecommendations! Published in 2019 at "Nuclear Materials and Energy"
DOI: 10.1016/j.nme.2019.02.032
Abstract: Abstract A reduced model for radial anomalous transport of plasma in tokamaks, inspired by the Reynolds-Averaged Navier–Stokes (RANS) approach, is presented assuming diffusion as governing mechanism. In order to self-consistently calculate transport coefficients, an empirical… read more here.
Keywords: global confinement; transport; via scaling; anomalous transport ... See more keywords
A Regression Model for Plasma Reaction Kinetics
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Physics D: Applied Physics"
DOI: 10.1088/1361-6463/acd390
Abstract: Machine learning (ML) is used to provide reactions rates appropriate for models of low temperature plasmas with a focus on A + B $\rightarrow$ C + D binary chemical reactions. The regression model is trained… read more here.
Keywords: physics; model plasma; model; plasma reaction ... See more keywords