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20132021
most citedApplication of Gaussian process regression to plasma turbulent transport model validation via integrated modelling

64 citations · 138 across the 5 of their papers we have counts for

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physics.plasm-ph2021★ 64 cited

Application of Gaussian process regression to plasma turbulent transport model validation via integrated modelling

Aaron Ho, Jonathan Citrin, Fulvio Auriemma +7

This paper outlines an approach towards improved rigour in tokamak turbulence transport model validation within integrated modelling. Gaussian process regression (GPR) techniques w…

physics.plasm-ph2019★ 5 cited

Global scaling of the heat transport in fusion plasmas

Sara Moradi, Johan Anderson, Michele Romanelli +2

A global heat flux model based on a fractional derivative of plasma pressure is proposed for the heat transport in fusion plasmas. The degree of the fractional derivative of the he…

physics.plasm-ph2014★ 29 cited

Plasma burn-through simulations using the DYON code and predictions for ITER

Hyun-Tae Kim, A. C. C. Sips, P. C. de Vries +1

This paper will discuss simulations of the full ionization process (i.e. plasma burn-through), fundamental to creating high temperature plasma. By means of an applied electric fiel…

physics.plasm-ph2013★ 27 cited

Physics of plasma burn-through and DYON simulations for the JET ITER-like wall

Hyun-Tae Kim, A. C. C. Sips, EFDA-JET contributors

This paper presents the DYON simulations of the plasma burn-through phase at Joint European Torus (JET) with the ITER-like wall. The main purpose of the study is to validate the si…

physics.plasm-ph2013★ 13 cited

PSI Effects on Plasma Burn-through in JET

Hyun-Tae Kim, A. C. C. Sips, W. Fundamenski +1

Plasma Surface Interaction(PSI) effects on plasma burn-through are compared for the carbon wall and the ITER-Like Wall(ILW) at JET. For the carbon wall, the radiation barrier and C…