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Fast modeling of turbulent transport in fusion plasmas using neural networks

Physics of plasmas, 2020-02, Vol.27 (2)

2020

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Neural network surrogate of QuaLiKiz using JET experimental data to populate training space

Physics of plasmas, 2021-03, Vol.28 (3)

2021

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New H-mode regimes with small ELMs and high thermal confinement in the Joint European Torus

Physics of plasmas, 2022-03, Vol.29 (3)

2022

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Isotope dependence of energy, momentum and particle confinement in tokamaks

Journal of plasma physics, 2020-10, Vol.86 (5), Article 905860501

2020

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Characterizing turbulent transport in ASDEX Upgrade L-mode plasmas via nonlinear gyrokinetic simulations

Physics of plasmas, 2013-12, Vol.20 (12), p.122312

2013

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Intrinsic toroidal rotation, density peaking, and turbulence regimes in the core of tokamak plasmas

Physical review letters, 2011-11, Vol.107 (21), p.215003-215003, Article 215003

2011

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Gradient-driven flux-tube simulations of ion temperature gradient turbulence close to the non-linear threshold

Physics of plasmas, 2016-08, Vol.23 (8)

2016

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Analytic formulae for centrifugal effects on turbulent transport of trace impurities in tokamak plasmas

Physics of plasmas, 2012-12, Vol.19 (12)

2012

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The non-linear evolution of the tearing mode in electromagnetic turbulence using gyrokinetic simulations

Plasma physics and controlled fusion, 2016-01, Vol.58 (1), p.14028-10

2016

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Toroidal momentum transport in a tokamak due to profile shearing

Physics of plasmas, 2014-06, Vol.21 (6)

2014

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Analytical model for the combined effects of rotation and collisionality on neoclassical impurity transport

Plasma physics and controlled fusion, 2023-03, Vol.65 (3), p.35021

2023

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Transport of Parallel Momentum Induced by Current-Symmetry Breaking in Toroidal Plasmas

Physical review letters, 2009-03, Vol.102 (12), Article 125001

2009

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On electromagnetic turbulence and transport in STEP

Plasma physics and controlled fusion, 2024-05, Vol.66 (5), p.55010

2024

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The nonlinear gyro-kinetic flux tube code GKW

Computer physics communications, 2009-12, Vol.180 (12), p.2650-2672

2009

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Tungsten transport in JET H-mode plasmas in hybrid scenario, experimental observations and modelling

Nuclear fusion, 2014-08, Vol.54 (8), p.83028

2014

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Theoretical description of heavy impurity transport and its application to the modelling of tungsten in JET and ASDEX upgrade

Plasma physics and controlled fusion, 2015-01, Vol.57 (1), p.14031-10

2015

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Controlling a new plasma regime

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2024-10, Vol.382 (2280)

2024

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Gaussian process regression models for the properties of micro-tearing modes in spherical tokamaks

Physics of plasmas, 2024-01, Vol.31 (1)

2024

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On the nonlinear coupling between micro turbulence and mesoscale magnetic islands in a plasma

Europhysics letters, 2010-08, Vol.91 (4), p.45001

2010

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Tungsten accumulation during ion cyclotron resonance heating operation on WEST

Plasma physics and controlled fusion, 2023-12, Vol.65 (12), p.125009

2023

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Modelling and theoretical understanding of the isotope effect from JET experiments in view of reliable predictions for deuterium-tritium plasmas

Plasma physics and controlled fusion, 2022-05, Vol.64 (5), p.54001

2022

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Novel free-boundary equilibrium and transport solver with theory-based models and its validation against ASDEX Upgrade current ramp scenarios

Plasma physics and controlled fusion, 2013-12, Vol.55 (12), p.124028-9

2013

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Off-diagonal particle and toroidal momentum transport: a survey of experimental, theoretical and modelling aspects

Nuclear fusion, 2012-11, Vol.52 (11), p.114003

2012

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On recent results in the modelling of neoclassical-tearing-mode stabilization via electron cyclotron current drive and their impact on the design of the upper EC launcher for ITER

Nuclear fusion, 2015-01, Vol.55 (1), p.13023

2015

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Overview of toroidal momentum transport

Nuclear fusion, 2011-09, Vol.51 (9), p.94027

2011

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Fast modeling of turbulent transport in fusion plasmas using neural networks

Neural network surrogate of QuaLiKiz using JET experimental data to populate training space

New H-mode regimes with small ELMs and high thermal confinement in the Joint European Torus

Isotope dependence of energy, momentum and particle confinement in tokamaks

Characterizing turbulent transport in ASDEX Upgrade L-mode plasmas via nonlinear gyrokinetic simulations

Intrinsic toroidal rotation, density peaking, and turbulence regimes in the core of tokamak plasmas

Gradient-driven flux-tube simulations of ion temperature gradient turbulence close to the non-linear threshold

Analytic formulae for centrifugal effects on turbulent transport of trace impurities in tokamak plasmas

The non-linear evolution of the tearing mode in electromagnetic turbulence using gyrokinetic simulations

Toroidal momentum transport in a tokamak due to profile shearing

Analytical model for the combined effects of rotation and collisionality on neoclassical impurity transport

Transport of Parallel Momentum Induced by Current-Symmetry Breaking in Toroidal Plasmas

On electromagnetic turbulence and transport in STEP

The nonlinear gyro-kinetic flux tube code GKW

Tungsten transport in JET H-mode plasmas in hybrid scenario, experimental observations and modelling

Theoretical description of heavy impurity transport and its application to the modelling of tungsten in JET and ASDEX upgrade

Controlling a new plasma regime

Gaussian process regression models for the properties of micro-tearing modes in spherical tokamaks

On the nonlinear coupling between micro turbulence and mesoscale magnetic islands in a plasma

Tungsten accumulation during ion cyclotron resonance heating operation on WEST

Modelling and theoretical understanding of the isotope effect from JET experiments in view of reliable predictions for deuterium-tritium plasmas

Novel free-boundary equilibrium and transport solver with theory-based models and its validation against ASDEX Upgrade current ramp scenarios

Off-diagonal particle and toroidal momentum transport: a survey of experimental, theoretical and modelling aspects

On recent results in the modelling of neoclassical-tearing-mode stabilization via electron cyclotron current drive and their impact on the design of the upper EC launcher for ITER

Overview of toroidal momentum transport

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