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Researcher
Geert Verdoolaege
Profile
Projects
Publications
Activities
185
Results
2022
Alfven eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks
Azarakhsh Jalalvand
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2022
Beam physics via tomographic diagnostics
Margherita Ugoletti
Geert Verdoolaege
Dissertation
2022
Overview of JET results for optimising ITER operation
Kristel Crombé
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2022
Progress from ASDEX Upgrade experiments in preparing the physics basis of ITER operation and DEMO scenario development
Veronika Klevarová
Aqsa Shabbir
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2022
Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma
Azarakhsh Jalalvand
Geert Verdoolaege
U
Journal Article
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2022
2021
Pedestal structure, stability and scalings in JET-ILW : the EUROfusion JET-ILW pedestal database
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2021
The updated ITPA global H-mode confinement database : description and analysis
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2021
2020
Experimental identification of edge temperature ring oscillation and alternating turbulence transitions near the pedestal top for sustaining stationary I-mode
TianBo Wang
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2020
Hyper-dimensional time-series data analysis with reservoir computing networks to predict plasma profiles in tokamak
Azarakhsh Jalalvand
Geert Verdoolaege
C3
Conference
2020
Multi-device study of characteristics of disruptive magnetohydrodynamic modes in Tokamaks
Veronika Klevarová
Geert Verdoolaege
Dissertation
2020
Multi-device study of temporal characteristics of magnetohydrodynamic modes initiating disruptions
Veronika Klevarová
Geert Verdoolaege
A1
Journal Article
in
FUSION ENGINEERING AND DESIGN
2020
Shaping effects on scrape-off layer plasma turbulence : a rigorous validation of three-dimensional simulations against TCV measurements
Geert Verdoolaege
A1
Journal Article
in
PHYSICS OF PLASMAS
2020
Summary report of the 3rd IAEA technical meeting on fusion data processing validation and analysis (FDPVA)
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2020
Validation of a tearing mode locking model using a database of disruptive plasmas at ASDEX Upgrade
Veronika Klevarová
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2020
2019
A locked mode indicator for disruption prediction on JET and ASDEX upgrade
Geert Verdoolaege
A1
Journal Article
in
FUSION ENGINEERING AND DESIGN
2019
A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
A new mechanism for increasing density peaking in tokamaks : improvement of the inward particle pinch with edge E x B shearing
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2019
A power-balance model of the density limit in fusion plasmas : application to the L-mode tokamak
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Analysis of deposited layers with deuterium and impurity elements on samples from the divertor of JET with ITER-like wall
Geert Verdoolaege
A1
Journal Article
in
JOURNAL OF NUCLEAR MATERIALS
2019
Analysis of the outer divertor hot spot activity in the protection video camera recordings at JET
Geert Verdoolaege
A1
Journal Article
in
FUSION ENGINEERING AND DESIGN
2019
Approximate analytic expressions using Stokes model for tokamak polarimetry and their range of validity
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2019
Bayesian data analysis for Gaussian process tomography
TianBo Wang
Geert Verdoolaege
A1
Journal Article
in
JOURNAL OF FUSION ENERGY
2019
COREDIV numerical simulation of high neutron rate JET-ILW DD pulses in view of extension to JET-ILW DT experiments
Giuseppe Telesca
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Control of the hydrogen : deuterium isotope mixture using pellets in JET
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Dependence on plasma shape and plasma fueling for small edge-localized mode regimes in TCV and ASDEX Upgrade
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Deposition of impurity metals during campaigns with the JET ITER-like Wall
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Determination of isotope ratio in the divertor of JET-ILW by high-resolution H alpha spectroscopy: H-D experiment and implications for D-T experiment
Aqsa Shabbir
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Diagnostic of fast-ion energy spectra and densities in magnetized plasmas
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
JOURNAL OF INSTRUMENTATION
2019
Dynamic modelling of local fuel inventory and desorption in the whole tokamak vacuum vessel for auto-consistent plasma-wall interaction simulations
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
ELM-induced cold pulse propagation in ASDEX Upgrade
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2019
Evolution of nitrogen concentration and ammonia production in N-2-seeded H-mode discharges at ASDEX Upgrade
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Experimental trends of reflectometry frequency spectra emerging from a systematic analysis of the Tore Supra database
Yan Sun
Geert Verdoolaege
A1
Journal Article
in
PHYSICS OF PLASMAS
2019
Global analysis of a reflectometry database for systematic study of plasma turbulence in tokamaks
Yan Sun
Geert Verdoolaege
Dissertation
2019
Improved ERO modelling of beryllium erosion at ITER upper first wall panel using JET-ILW and PISCES-B experience
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Improved neutron activation dosimetry for fusion
Geert Verdoolaege
A1
Journal Article
in
FUSION ENGINEERING AND DESIGN
2019
Information geometry
Book editor
2019
Interpretative and predictive modelling of Joint European Torus collisionality scans
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2019
Investigation of deuterium trapping and release in the JET divertor during the third ILW campaign using TDS
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Ion cyclotron resonance heating scenarios for DEMO
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Langmuir probe electronics upgrade on the tokamak a configuration variable
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2019
Micro ion beam analysis for the erosion of beryllium marker tiles in a tokamak limiter
Kristel Crombé
Dmitry Matveev
Aqsa Shabbir
Sergey Soldatov
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS
2019
Modelling of the effect of ELMs on fuel retention at the bulk W divertor of JET
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Modification of the Alfven wave spectrum by pellet injection
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Novel method for determination of tritium depth profiles in metallic samples
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Overview of physics studies on ASDEX Upgrade
Veronika Klevarová
Jean-Marie Noterdaeme
Aqsa Shabbir
Geert Verdoolaege
Weixi Zhang
A1
Journal Article
in
NUCLEAR FUSION
2019
Overview of the JET preparation for deuterium-tritium operation with the ITER like-wall
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Population modelling of the He II energy levels in tokamak plasmas: I. Collisional excitation model
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
JOURNAL OF PHYSICS B-ATOMIC MOLECULAR AND OPTICAL PHYSICS
2019
RF sheath modeling of experimentally observed plasma surface interactions with the JET ITER-Like Antenna
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Real-time plasma state monitoring and supervisory control on TCV
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
Reconstruction of soft x-ray and tungsten concentration profiles in tokamaks using gaussian process tomography
TianBo Wang
Geert Verdoolaege
Dissertation
2019
Self-consistent pedestal prediction for JET-ILW in preparation of the DT campaign
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
PHYSICS OF PLASMAS
2019
The effect of beryllium oxide on retention in JET ITER-like wall tiles
Kristel Crombé
Grégoire Hornung
Aqsa Shabbir
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Tritium distributions on W-coated divertor tiles used in the third JET ITER-like wall campaign
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR MATERIALS AND ENERGY
2019
Validation of the ICRF antenna coupling code RAPLICASOL against TOPICA and experiments
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2019
2018
Analysis of the updated ITPA global H-mode confinement database
Geert Verdoolaege
C3
Conference
2018
First analysis of the updated ITPA global H-mode confinement database
Geert Verdoolaege
C1
Conference
2018
Gaussian process tomography for soft x-ray spectroscopy at WEST without equilibrium information
TianBo Wang
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2018
Implications of JET-ILW L-H transition studies for ITER
Geert Verdoolaege
C1
Conference
2018
Incorporating magnetic equilibrium information in Gaussian process tomography for soft X-ray spectroscopy at WEST
TianBo Wang
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2018
Multi-device study of MHD modes locking in tokamaks
Veronika Klevarová
Geert Verdoolaege
C3
Conference
2018
Parametrization of reflectometry fluctuation frequency spectra for systematic study of tokamak fusion plasma turbulence
Yan Sun
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2018
Probabilistic characterization and classification of edge-localized mode dynamics in the JET tokamak
Geert Verdoolaege
C3
Conference
2018
Statistical analysis of edge-localized mode timing in JET
Geert Verdoolaege
C1
Conference
2018
Systematic study of broadband turbulence properties in Ohmic, ICRH and LH sawteeth plasmas
Yan Sun
Geert Verdoolaege
C3
Conference
2018
Systematic study of turbulence properties through reflectometry spectra
Yan Sun
Geert Verdoolaege
C3
Conference
2018
The EUROfusion JET-ILW pedestal database
Geert Verdoolaege
C1
Conference
2018
2017
Bayesian inference and maximum entropy methods in science and engineering
Book editor
2017
Bayesian soft-X-ray tomography on WEST
TianBo Wang
Geert Verdoolaege
C3
Conference
2017
Bayesian tomography of soft X-ray emissivity on the WEST tokamak
TianBo Wang
Geert Verdoolaege
C3
Conference
2017
Benchmarking robust regression techniques for global energy confinement scaling in tokamaks
Geert Verdoolaege
C3
Conference
2017
Classification of ELM types in joint European Torus based on global plasma parameters using discriminant analysis
Aqsa Shabbir
Jean-Marie Noterdaeme
Geert Verdoolaege
Grégoire Hornung
A1
Journal Article
in
FUSION ENGINEERING AND DESIGN
2017
Correlation analysis for energy losses, waiting times and durations of type I edge-localized modes in the Joint European Torus
Aqsa Shabbir
Geert Verdoolaege
Grégoire Hornung
Kristel Crombé
Giuseppe Telesca
A1
Journal Article
in
NUCLEAR FUSION
2017
ExB staircases and barrier permeability in magnetised plasmas
Grégoire Hornung
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2017
Geodesic least squares regression on the Gaussian manifold with an application in astrophysics
Geert Verdoolaege
P1
Conference
2017
Global and pedestal confinement and pedestal structure in dimensionless collisionality scans of low-triangularity H-mode plasmas in JET-ILW
Geert Verdoolaege
Dmitry Matveev
Aqsa Shabbir
Sergey Soldatov
Giuseppe Telesca
A1
Journal Article
in
NUCLEAR FUSION
2017
L-H transition studies in hydrogen and mixed ion species plasmas in JET
Geert Verdoolaege
C1
Conference
2017
Overview of ASDEX Upgrade results
Jean-Marie Noterdaeme
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2017
Overview of progress in European medium sized tokamaks towards an integrated plasma-edge/wall solution
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2017
Overview of the JET results in support to ITER
Geert Verdoolaege
Kristel Crombé
A1
Journal Article
in
NUCLEAR FUSION
2017
Overview of the TCV tokamak program : scientific progress and facility upgrades
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2017
Pattern recognition in nuclear fusion data by means of geometric methods in probabilistic spaces
Geert Verdoolaege
C3
Conference
2017
Plasmas are Hot and Fusion is Cool!
Geert Verdoolaege
C3
Conference
2017
Realtime capable first principle transport modelling for tokamak prediction and control
Geert Verdoolaege
C3
Conference
2017
Regression of fluctuating system properties : Baryonic Tully-Fisher scaling in disk galaxies
Geert Verdoolaege
C1
Conference
2017
Relating probability distributions using geodesic least squares regression : application to edge-localized modes in fusion plasmas
Geert Verdoolaege
Aqsa Shabbir
P1
Conference
2017
Systematic Study of Core Turbulence by Reflectometry Fluctuation Frequency Spectra
Yan Sun
Grégoire Hornung
Geert Verdoolaege
C3
Conference
2017
Temporal characteristics of MHD modes initiating disruptions
Veronika Klevarová
Geert Verdoolaege
C1
Conference
2017
2016
A classification scheme for edge-localized modes based on their probability distributions
Aqsa Shabbir
Grégoire Hornung
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2016
A first approach toward Bayesian estimation of turbulent plasma properties from reflectometry
Grégoire Hornung
Aqsa Shabbir
Geert Verdoolaege
A1
Journal Article
in
FUSION SCIENCE AND TECHNOLOGY
2016
Analysis of the energy losses and waiting times for individual ELMs in the Joint European Torus
Aqsa Shabbir
Geert Verdoolaege
Grégoire Hornung
C1
Conference
2016
Geodesic least squares regression with applications to astrophysical data
Geert Verdoolaege
C3
Conference
2016
Geodesic least squares regression with applications to astrophysical data
Geert Verdoolaege
C3
Conference
2016
Identification of edge-localized instabilities in nuclear fusion plasmas using pattern recognition techniques
Aqsa Shabbir
Grégoire Hornung
Geert Verdoolaege
C3
Conference
2016
Identification of edge-localized instabilities in nuclear fusion plasmas using pattern recognition techniques
Aqsa Shabbir
Grégoire Hornung
Geert Verdoolaege
C3
Conference
2016
Pattern recognition in spaces of probability distributions for the analysis of edge-localized modes in tokamak plasmas
Aqsa Shabbir
Geert Verdoolaege
Dissertation
2016
Probability theory : history, principles, and applications
Geert Verdoolaege
C3
Conference
2016
Robust analysis of trends in noisy data
Geert Verdoolaege
Aqsa Shabbir
Grégoire Hornung
C3
Conference
2016
Robust analysis of trends in noisy tokamak confinement data using geodesic least squares regression
Geert Verdoolaege
Aqsa Shabbir
Grégoire Hornung
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2016
Uncertainty estimation and a stopping rule in nonlinear gyrokinetic simulations
Geert Verdoolaege
P1
Conference
2016
2015
A detailed comparison of antenna impedance measurements on ASDEX Upgrade with the ion cyclotron range of frequencies antenna code TOPICA
Ivan Stepanov
Jean-Marie Noterdaeme
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2015
A new robust regression method based on minimization of geodesic distances on a probabilistic manifold: application to power laws
Geert Verdoolaege
A1
Journal Article
in
ENTROPY
2015
A new robust regression technique for estimating scaling laws
Geert Verdoolaege
[0-9]{2}
2015
Analysis of the dependence between inter-ELM time intervals and energy losses
Aqsa Shabbir
Grégoire Hornung
Geert Verdoolaege
C3
Conference
2015
Analysis of the dependence between inter-ELM time intervals and energy losses
Aqsa Shabbir
Grégoire Hornung
Geert Verdoolaege
[0-9]{2}
2015
Bayesian inference of plasma turbulence properties from reflectometry measurements
Grégoire Hornung
Aqsa Shabbir
Geert Verdoolaege
[0-9]{2}
2015
Color texture discrimination using the principal geodesic distance on a multivariate generalized Gaussian manifold
Geert Verdoolaege
Aqsa Shabbir
P1
Conference
2015
Demonstration of the robustness of geodesic least squares regression for scaling of the energy confinement and power threshold in tokamaks
Geert Verdoolaege
Aqsa Shabbir
Grégoire Hornung
[0-9]{2}
2015
Discriminant analysis for characterization of edge-localized plasma instabilities
Aqsa Shabbir
Grégoire Hornung
Geert Verdoolaege
C3
Conference
2015
ELM regime classification by conformal prediction on an information manifold
Aqsa Shabbir
Geert Verdoolaege
A1
Journal Article
in
IEEE TRANSACTIONS ON PLASMA SCIENCE
2015
Experimental characterization of ExB staircases in Tore Supra plasmas
Grégoire Hornung
Geert Verdoolaege
[0-9]{2}
2015
Geodesic least squares regression for scaling studies in magnetic confinement fusion
Geert Verdoolaege
P1
Conference
2015
Inverse problem methods applied to turbulence measurements with reflectometry
Grégoire Hornung
Aqsa Shabbir
Geert Verdoolaege
[0-9]{2}
2015
Multivariate texture discrimination using a principal geodesic classifier
Aqsa Shabbir
Geert Verdoolaege
P1
Conference
2015
Overview of the JET results
Kristel Crombé
Dmitry Matveev
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2015
Robust scaling in fusion science: case study for the L-H power threshold
Geert Verdoolaege
Jean-Marie Noterdaeme
A1
Journal Article
in
NUCLEAR FUSION
2015
2014
A blob tracking algorithm for the study of turbulence-flow interaction
Grégoire Hornung
Geert Verdoolaege
Jean-Marie Noterdaeme
C1
Conference
2014
A new methodology for scaling laws with arbitrary error distributions: case study for the H-mode power threshold
Geert Verdoolaege
Jean-Marie Noterdaeme
C1
Conference
2014
A robust regression method by minimization of geodesic distances on a probabilistic manifold
Geert Verdoolaege
C3
Conference
2014
Data and information dimensionality in non-cooperative face recognition
Geert Verdoolaege
Bookchapter
in
Signal and image processing for biometrics
2014
Discrimination and visualization of ELM types based on a probabilistic description of inter-ELM waiting times
Aqsa Shabbir
Geert Verdoolaege
Jean-Marie Noterdaeme
C1
Conference
2014
Geodesic least squares regression on information manifolds
Geert Verdoolaege
P1
Conference
2014
Plasma tomographic reconstruction from tangentially viewing camera with background subtraction
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2014
Robust regression for fusion scaling laws with arbitrary error distributions
Geert Verdoolaege
C3
Conference
2014
Robust regression on noisy data for fusion scaling laws
Geert Verdoolaege
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2014
Scaling of core intrinsic rotation in ASDEX Upgrade L-mode plasmas using a robust regression technique
Geert Verdoolaege
C3
Conference
2014
Visualization of the operational space of edge-localized modes through low-dimensional embedding of probability distributions
Aqsa Shabbir
Geert Verdoolaege
Jean-Marie Noterdaeme
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2014
2013
A new technique for estimating fusion scaling laws via regression on an information manifold
Geert Verdoolaege
Aqsa Shabbir
Jean-Marie Noterdaeme
C3
Conference
2013
A new technique for estimating fusion scaling laws via regression on an information manifold
Geert Verdoolaege
Aqsa Shabbir
Jean-Marie Noterdaeme
C3
Conference
2013
Classification and dimensionality reduction of international tokamak confinement data on a probabilistic manifold
Geert Verdoolaege
Giorgos Karagounis
Guido Van Oost
A1
Journal Article
in
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT
2013
Clustering based on the geodesic distance on Gaussian manifolds for the automatic classication of disruptions
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2013
Discrimination and visualization of edge-localised modes on an information Manifold
Aqsa Shabbir
Geert Verdoolaege
Jean-Marie Noterdaeme
C3
Conference
2013
Multivariate texture discrimination based on geodesics to class centroids on a generalized Gaussian Manifold
Aqsa Shabbir
Geert Verdoolaege
Guido Van Oost
C1
Conference
2013
Overview of the JET results with the ITER-like wall
Kristel Crombé
Dmitry Matveev
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2013
Prospects for nuclear fusion as a sustainable energy source
Geert Verdoolaege
Guido Van Oost
C3
Conference
2013
Visualization of tokamak operational spaces through the projection of data probability distributions
Aqsa Shabbir
Geert Verdoolaege
Guido Van Oost
Jean-Marie Noterdaeme
C1
Conference
2013
2012
A probabilistic model for the identification of confinement regimes and edge localized mode behavior, with implications to scaling laws
Geert Verdoolaege
Guido Van Oost
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2012
Geometry of nuclear fusion diagnostic data on information manifolds with an application to fusion plasma confinement
Geert Verdoolaege
Giorgos Karagounis
Guido Van Oost
P1
Conference
2012
Identification of confinement regimes in tokamak plasmas by conformal prediction on a probabilistic manifold
Geert Verdoolaege
Guido Van Oost
C1
Conference
2012
Image segmentation using wavelet coefficients and geodesic distance between elliptical distributions for applications in street view
Geert Verdoolaege
P1
Conference
2012
Latest developments in data analysis tools for disruption prediction and for the exploration of multimachine operational spaces
Geert Verdoolaege
C1
Conference
2012
Learning on probabilistic manifolds in massive fusion databases: application to confinement regime identification
Geert Verdoolaege
Guido Van Oost
A1
Journal Article
in
FUSION ENGINEERING AND DESIGN
2012
Modeling fusion data in probabilistic metric spaces for the identification of confinement regimes and scaling laws
Geert Verdoolaege
Guido Van Oost
C1
Conference
2012
Modeling fusion data in probabilistic metric spaces: applications to the identification of confinement regimes and plasma disruptions
Geert Verdoolaege
Giorgos Karagounis
Guido Van Oost
A1
Journal Article
in
FUSION SCIENCE AND TECHNOLOGY
2012
Pattern recognition in probability spaces for visualization and identification of plasma confinement regimes and confinement time scaling
Geert Verdoolaege
Giorgos Karagounis
Guido Van Oost
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2012
Prediction of disruptions at JET using the geodesic distance between wavelet distributions
Geert Verdoolaege
Giorgos Karagounis
Guido Van Oost
C3
Conference
2012
2011
Advanced learning in massive fusion databases : nonlinear regression, clustering, dimensionality reduction and information retrieval
Geert Verdoolaege
Guido Van Oost
C1
Conference
2011
Detection of resting-state brain activity in magnetic resonance images through wavelet feature cluster analysis
Geert Verdoolaege
Leslie Vlerick
Eric Achten
P1
Conference
2011
Experimental observation of non-resonant toroidal rotation braking with a magnetic perturbation field on JET
Kristel Crombé
Xiaoyuan Xu
Guido Van Oost
Geert Verdoolaege
C1
Conference
2011
Geodesics on the manifold of multivariate generalized Gaussian distributions with an application to multicomponent texture discrimination
Geert Verdoolaege
A1
Journal Article
in
INTERNATIONAL JOURNAL OF COMPUTER VISION
2011
Multivariate texture retrieval using the SIRV representation and the geodesic distance
Geert Verdoolaege
P1
Conference
2011
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables
Geert Verdoolaege
P1
Conference
2011
On the geometry of multivariate generalized Gaussian models
Geert Verdoolaege
A1
Journal Article
in
JOURNAL OF MATHEMATICAL IMAGING AND VISION
2011
Overview of JET results
Jean-Marie Noterdaeme
Geert Verdoolaege
A1
Journal Article
in
NUCLEAR FUSION
2011
Testing a multivariate model for wavelet coefficients
Geert Verdoolaege
P1
Conference
2011
neuRosim : an R package for generating fMRI data
Marijke Welvaert
Joke Durnez
Beatrijs Moerkerke
Geert Verdoolaege
Yves Rosseel
A1
Journal Article
in
JOURNAL OF STATISTICAL SOFTWARE
2011
2010
A multiscale approach to activation detection in event-related fMRI based on wavelet statistics
Geert Verdoolaege
Yves Rosseel
C1
Conference
2010
Activation detection in event-related FMRI through clustering of wavelet distributions
Geert Verdoolaege
Yves Rosseel
P1
Conference
2010
Integrated analysis and consistency measurement of bremsstrahlung and charge exchange spectroscopy data for the determination of the ion effective charge
Geert Verdoolaege
Guido Van Oost
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2010
Potential of a Bayesian integrated determination of the ion effective charge via bremsstrahlung and charge exchange spectroscopy in tokamak plasmas
Geert Verdoolaege
Guido Van Oost
A1
Journal Article
in
IEEE TRANSACTIONS ON PLASMA SCIENCE
2010
Potential of a Bayesian integrated determination of the ion effective charge via bremsstrahlung and charge exchange spectroscopy in tokamak plasmas
Geert Verdoolaege
Guido Van Oost
C3
Conference
2010
2009
Bayesian integrated determination of the ion effective charge via bremsstrahlung and charge exchange spectroscopy in tokamak plasmas
Geert Verdoolaege
Guido Van Oost
C3
Conference
2009
Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized gaussian models
Geert Verdoolaege
Yves Rosseel
P1
Conference
2009
2008
Geodesic distance between multivariate generalized Gaussian models of image wavelet statistics: an application to colour texture retrieval
Geert Verdoolaege
C3
Conference
2008
Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models
Geert Verdoolaege
P1
Conference
2008
2007
Multi-machine studies of the role of turbulence and electric fields in the establishment of improved confinement in tokamak plasmas
Guido Van Oost
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2007
2006
Bayesiaanse geïntegreerde bepaling van de effectieve ionaire lading via remstralings- en ladingsuitwisselingsspectroscopie in tokamakplasma's
Geert Verdoolaege
Dissertation
2006
Design and commissioning of a new diagnostic for routine determination of Z(eff) from visible bremsstrahlung measurements on TEXTOR
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
A1
Journal Article
in
REVIEW OF SCIENTIFIC INSTRUMENTS
2006
Integrated Bayesian estimation of Z(eff) in the TEXTOR tokamak from bremsstrahlung and CX impurity density measurements
Geert Verdoolaege
Guido Van Oost
P1
Conference
2006
Integrated bayesian estimation of Zeff on TEXTOR from Bremsstrahlung and CX Impurity density measurements
Geert Verdoolaege
Guido Van Oost
C3
Conference
2006
Investigation of carbon screening on TEXTOR with dynamic ergodic divertor in 6/2 mode
Giuseppe Telesca
Geert Verdoolaege
Guido Van Oost
C1
Conference
2006
Optimization of the relative calibration for a visible bremsstrahlung Zeff diagnostic on TEXTOR via requirements of profile consistency
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
C1
Conference
2006
2005
Bayesian estimation of Zeff in the TEXTOR tokamak from visible bremsstrahlung and CXRS measurements
Geert Verdoolaege
Guido Van Oost
P1
Conference
2005
Overview of core diagnostics for TEXTOR
Giuseppe Telesca
Geert Verdoolaege
A1
Journal Article
in
FUSION SCIENCE AND TECHNOLOGY
2005
Overview of transport studies with the Dynamic Ergodic Divertor in the tokamak TEXTOR
Giuseppe Telesca
Geert Verdoolaege
C3
Conference
2005
Preliminary study of the influence of DED on carbon radiation and transport in the TEXTOR tokamak
Kristel Crombé
Geert Verdoolaege
Guido Van Oost
A1
Journal Article
in
JOURNAL OF NUCLEAR MATERIALS
2005
Screening and radiation efficiency of carbon with Dynamic Ergodic Divertor on TEXTOR
Giuseppe Telesca
Geert Verdoolaege
Kristel Crombé
Guido Van Oost
C1
Conference
2005
2004
Reconstruction of Zeff profiles at TEXTOR through Bayesian source separation
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
C1
Conference
2004
Reconstruction of Zeff profiles at the TEXTOR tokamak through Bayesian source separation
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
P1
Conference
2004
2003
Dependence of confinement on fuel isotope in impurity seeded plasmas
Geert Verdoolaege
C1
Conference
2003
Impact of hydrogen fuelling on confinement properties in radiative improved mode
Geert Verdoolaege
A1
Journal Article
in
PLASMA PHYSICS AND CONTROLLED FUSION
2003
Reconstruction of edge Zeff profiles from bremsstrahlung data via (semi-)blind source separation methods on TEXTOR
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
C3
Conference
2003
2002
Kernfusie: energiebron voor de toekomst
Guido Van Oost
Geert Verdoolaege
A4
Journal Article
in
VELEWE (GENT)
2002
Neural network methods for radial profile reconstruction for Zeff from bremsstrahlung data on the TEXTOR tokamak
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
P1
Conference
2002
Reconstruction of the edge Zeff profile from bremsstrahlung data via extensions of independent component analysis on TEXTOR
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
Gaston Van Den Berge
C1
Conference
2002
Reconstruction of the edge Zeff profile from bremsstrahlung data via extensions of independent component analysis on the TEXTOR tokamak
Geert Verdoolaege
Giuseppe Telesca
Guido Van Oost
C3
Conference
2002