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Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma
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- Journal Article
- A1
- open access
Overview of the COMPASS results
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- PhD Thesis
- open access
Beam physics via tomographic diagnostics
(2022) -
- Journal Article
- A1
- open access
The updated ITPA global H-mode confinement database : description and analysis
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- Journal Article
- A1
- open access
Validation of a tearing mode locking model using a database of disruptive plasmas at ASDEX Upgrade
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- PhD Thesis
- open access
Multi-device study of characteristics of disruptive magnetohydrodynamic modes in Tokamaks
(2020) -
- Journal Article
- A1
- open access
Bayesian data analysis for Gaussian process tomography
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- Journal Article
- A1
- open access
Overview of physics studies on ASDEX Upgrade
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- Journal Article
- A1
- open access
Physics research on the TCV tokamak facility : from conventional to alternative scenarios and beyond
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- PhD Thesis
- open access
Implementation of a X-mode multichannel edge density profile reflectometer for the new ICRH antenna on ASDEX Upgrade
(2018) -
Progress in the design of the superconducting magnets for the EU DEMO
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- PhD Thesis
- open access
Free boundary extension of the SIESTA code and its application to the Wendelstein 7-X
(2018) -
Overview of ASDEX Upgrade results
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- PhD Thesis
- open access
Pattern recognition in spaces of probability distributions for the analysis of edge-localized modes in tokamak plasmas
(2016) -
- Journal Article
- A1
- open access
A new robust regression method based on minimization of geodesic distances on a probabilistic manifold: application to power laws
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Overview of the JET results
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- Journal Article
- A1
- open access
ELM regime classification by conformal prediction on an information manifold
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- Journal Article
- A1
- open access
Robust scaling in fusion science: case study for the L-H power threshold
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Geodesic least squares regression for scaling studies in magnetic confinement fusion
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- PhD Thesis
- open access
Experimental study and numerical simulation of material migration in the VISIONI plasma simulator
(2014) -
- Conference Paper
- C1
- open access
Discrimination and visualization of ELM types based on a probabilistic description of inter-ELM waiting times
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A new methodology for scaling laws with arbitrary error distributions: case study for the H-mode power threshold
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Scaling of core intrinsic rotation in ASDEX Upgrade L-mode plasmas using a robust regression technique
(2014) -
Robust regression for fusion scaling laws with arbitrary error distributions
(2014) -
- Journal Article
- A1
- open access
Visualization of the operational space of edge-localized modes through low-dimensional embedding of probability distributions
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- Journal Article
- A1
- open access
Robust regression on noisy data for fusion scaling laws
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- Conference Paper
- P1
- open access
Geodesic least squares regression on information manifolds
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- Journal Article
- A1
- open access
Classification and dimensionality reduction of international tokamak confinement data on a probabilistic manifold
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Clustering based on the geodesic distance on Gaussian manifolds for the automatic classication of disruptions
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- Conference Paper
- C1
- open access
Visualization of tokamak operational spaces through the projection of data probability distributions
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Discrimination and visualization of edge-localised modes on an information Manifold
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A new technique for estimating fusion scaling laws via regression on an information manifold
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Prospects for nuclear fusion as a sustainable energy source
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A new technique for estimating fusion scaling laws via regression on an information manifold
(2013) -
Prediction of disruptions at JET using the geodesic distance between wavelet distributions
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- Conference Paper
- C1
- open access
Modeling fusion data in probabilistic metric spaces for the identification of confinement regimes and scaling laws
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- Conference Paper
- C1
- open access
Latest developments in data analysis tools for disruption prediction and for the exploration of multimachine operational spaces
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Identification of confinement regimes in tokamak plasmas by conformal prediction on a probabilistic manifold
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Geometry of nuclear fusion diagnostic data on information manifolds with an application to fusion plasma confinement
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- Conference Paper
- C1
- open access
Advanced learning in massive fusion databases : nonlinear regression, clustering, dimensionality reduction and information retrieval
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Fundamental ion cyclotron resonance heating of JET deuterium plasmas
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JET (3He)–D scenarios relying on RF heating: survey of selected recent experiments
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Internal transport barrier dynamics with plasma rotation in JET
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Identity physics experiment on internal transport barriers in JT-60U and JET
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Pedestal width and ELM size identity studies in JET and DIII-D: implications for ITER
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- Journal Article
- A1
- open access
Hybrid H-mode scenario with nitrogen seeding and type III ELMs in JET
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H-mode access on JET and implications for ITER