48 citations · 161 across the 5 of their papers we have counts for
3 papers · 1 filter
Inference of Experimental Radial Impurity Transport on Alcator C-Mod: Bayesian Parameter Estimation and Model Selection
F. Sciortino, N. T. Howard, E. S. Marmar +11
We present a fully Bayesian approach for the inference of radial profiles of impurity transport coefficients and compare its results to neoclassical, gyrofluid and gyrokinetic mode…
The Dependence of the Impurity Transport on the Dominant Turbulent Regime in ELM-y H-mode Discharges
Tomas Odstrcil, Nathan Howard, Francesco Sciortino +6
Laser blow-off injections of aluminum and tungsten have been performed on the DIII-D tokamak to investigate the variation of impurity transport in a set of dedicated ion and electr…
Deep learning for Gaussian process tomography model selection using the ASDEX Upgrade SXR system
Francisco Matos, Jakob Svensson, Andrea Pavone +2
Gaussian process tomography (GPT) is a method used for obtaining real-time tomographic reconstructions of the plasma emissivity profile in a tokamak, given some model for the under…