Abstract:A fully ionized plasma is assumed. To this plasma cylindrically-symmetric magnetic fields are applied, thus causing a pinch collapse. The plasma is treated in hydromagnetic approximation, including electric and thermal conductivity. Separate temperatures are assigned to the electrons and ions.Two schemes are developed for solving numerically the resulting system of six partial differential equations: the explicit scheme for rather fast pinches, where a numerical stability requirement causes the timestep to be … Show more
“…The set of chosen learning algorithms is the following: Naïve Bayes classifier (given the high independence of the individual features), kNN, decision trees (to try to capture a clinically relevant decision rule) [16], neural networks [17], logistic regression (to obtain an output probability instead of binary decision) [14], and state of the art radial basis function SVM [15] and Discrete AdaBoost [14] approaches.…”
Section: System Implementation: a Supervised Machine Learning Frameworkmentioning
“…The set of chosen learning algorithms is the following: Naïve Bayes classifier (given the high independence of the individual features), kNN, decision trees (to try to capture a clinically relevant decision rule) [16], neural networks [17], logistic regression (to obtain an output probability instead of binary decision) [14], and state of the art radial basis function SVM [15] and Discrete AdaBoost [14] approaches.…”
Section: System Implementation: a Supervised Machine Learning Frameworkmentioning
“…* The electron temperature at lower peak fields was not measured, but theoretical predictions based on the Hain-Roberts [5] programme indicate that reversedfield heating should lead to temperatures of ---'50 eV at 20 kG and initial pressures of ~30 mtorr.…”
Section: H a B Bodin (Culham Laboratory Culham Berkshire England)mentioning
“…Electrical resistivity and thermal conductivity of the plasma are included, and separate temperatures are assigned to the elec trons and ions. The first programs with this model were written by Main and Roberts 8 LIS a joint effort between AERp; Harwell and the Max-Plr.nck-Inst.tut, Munich. In their work, the equations to be solved are given in Eulerian form.…”
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