EUROfusion Workshop on Image Processing and Machine Learning
from
Tuesday 25 February 2020 (09:00)
to
Wednesday 26 February 2020 (17:00)
Monday 24 February 2020
Tuesday 25 February 2020
09:10
Welcome from EUROfusion
-
Andreas Dinklage
(
Max-Planck-Institut für Plasmaphysik
)
Welcome from EUROfusion
Andreas Dinklage
(
Max-Planck-Institut für Plasmaphysik
)
09:10 - 09:20
09:20
Introduction
-
Marcin Jakubowski
(
Max-Planck-Institut für Plasmaphysik
)
Introduction
Marcin Jakubowski
(
Max-Planck-Institut für Plasmaphysik
)
09:20 - 09:30
09:30
Software for protection of PFCs at JET
-
Valentina Huber
(
Forschungszentrum Jülich/IEK-4
)
Software for protection of PFCs at JET
Valentina Huber
(
Forschungszentrum Jülich/IEK-4
)
09:30 - 10:00
10:00
Inferring thermal properties from hot spots on images.
-
Raphaël Mitteau
(
CEA Cadarache
)
Inferring thermal properties from hot spots on images.
Raphaël Mitteau
(
CEA Cadarache
)
10:00 - 10:30
10:30
Coffee break
Coffee break
10:30 - 11:00
11:00
Quasi-real time image processing for EDICAM
-
Tamas Szepesi
(
Centre for Energy Research
)
Quasi-real time image processing for EDICAM
Tamas Szepesi
(
Centre for Energy Research
)
11:00 - 11:25
11:25
Statistical methods for image analysis
-
Gabor Kocsis
(
CER Budapest
)
Statistical methods for image analysis
Gabor Kocsis
(
CER Budapest
)
11:25 - 11:50
11:50
Current status and new features in ThermaVIP
-
Victor Moncada
(
CEA Cadarache
)
Current status and new features in ThermaVIP
Victor Moncada
(
CEA Cadarache
)
11:50 - 12:15
12:15
Lunch break
Lunch break
12:15 - 13:30
13:30
Discussion on software development, synergies, missing features...
-
Aleix Puig Sitjes
(
Max-Planck-Institut für Plasmaphysik
)
Discussion on software development, synergies, missing features...
Aleix Puig Sitjes
(
Max-Planck-Institut für Plasmaphysik
)
13:30 - 14:00
14:00
Prediction of control coil currents from infrared images with NNs.
-
Fabio Pisano
(
University of Cagliari, Italy
)
Prediction of control coil currents from infrared images with NNs.
Fabio Pisano
(
University of Cagliari, Italy
)
14:00 - 14:30
14:30
Towards plasma control at W7-X
-
Daniel Böckenhoff
(
Max-Planck-Institut für Plasmaphysik
)
Towards plasma control at W7-X
Daniel Böckenhoff
(
Max-Planck-Institut für Plasmaphysik
)
14:30 - 14:55
14:55
Coffee break
Coffee break
14:55 - 15:30
15:30
Object detection and segmentation
-
Chakib Belafdil
(
CEA Cadarache
)
Object detection and segmentation
Chakib Belafdil
(
CEA Cadarache
)
15:30 - 15:55
15:55
Anotation, prefilter and detectection of visible events
-
Josep R. Casas
(
UPC Barcelona
)
Anotation, prefilter and detectection of visible events
Josep R. Casas
(
UPC Barcelona
)
15:55 - 16:20
16:20
Detection of strike lines and hot spots in space and time
-
Josep R. Casas
(
UPC Barcelona
)
Detection of strike lines and hot spots in space and time
Josep R. Casas
(
UPC Barcelona
)
16:20 - 16:40
16:40
Strike line characterization
-
Fabio Pisano
(
University of Cagliari, Italy
)
Strike line characterization
Fabio Pisano
(
University of Cagliari, Italy
)
16:40 - 17:00
Wednesday 26 February 2020
09:00
Discussion on use of AI for machine safety, image processing,...
-
Joris Fellinger
(
Max-Planck-Institut für Plasmaphysik
)
Discussion on use of AI for machine safety, image processing,...
Joris Fellinger
(
Max-Planck-Institut für Plasmaphysik
)
09:00 - 10:00
10:00
Data workflow for image processing at WEST
-
Raphaël Mitteau
(
CEA Cadarache
)
Data workflow for image processing at WEST
Raphaël Mitteau
(
CEA Cadarache
)
10:00 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Strategy for machine protection by image processing at W7-X
-
Aleix Puig Sitjes
(
Max-Planck-Institut für Plasmaphysik
)
Strategy for machine protection by image processing at W7-X
Aleix Puig Sitjes
(
Max-Planck-Institut für Plasmaphysik
)
11:00 - 11:25
11:25
Offline tools for data analysis
-
Victor Moncada
(
CEA Cadarache
)
Offline tools for data analysis
Victor Moncada
(
CEA Cadarache
)
11:25 - 11:50
11:50
Camera integration at Wendelstein 7-X
-
Axel Winter
(
Max-Planck-Institut für Plasmaphysik
)
Camera integration at Wendelstein 7-X
Axel Winter
(
Max-Planck-Institut für Plasmaphysik
)
11:50 - 12:15
12:15
Lunch break
Lunch break
12:15 - 13:20
13:20
Data processing for images and videos at W7-X
-
Simon Dumke
(
Max-Planck-Institut für Plasmaphysik
)
Data processing for images and videos at W7-X
Simon Dumke
(
Max-Planck-Institut für Plasmaphysik
)
13:20 - 13:45
13:45
New EDICAM hardware for OP2
-
Tamas Szepesi
(
Centre for Energy Research
)
New EDICAM hardware for OP2
Tamas Szepesi
(
Centre for Energy Research
)
13:45 - 14:10
14:10
Reflection model at CEA to deal with reflections at WEST, W7-X and ASDEX.
-
Marie Helene Aumenier
(
CEA Cadarach
)
Reflection model at CEA to deal with reflections at WEST, W7-X and ASDEX.
Marie Helene Aumenier
(
CEA Cadarach
)
14:10 - 14:35
14:35
Discussion
-
Marcin Jakubowski
(
IPP
)
Discussion
Marcin Jakubowski
(
IPP
)
14:35 - 15:35