Joint GlueX-EIC-PANDA Machine Learning Workshop
von
Montag, 25. Mai 2020(08:00)
bis
Freitag, 29. Mai 2020(18:00)
Montag, 25. Mai 2020
14:00
Welcome
Welcome
14:00 - 14:15
Room: KBW Auditorium
14:15
ML for Beginners I
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners I
Thomas Stibor
(
GSI, Darmstadt
)
14:15 - 15:00
Room: KBW Auditorium
15:00
Break
Break
15:00 - 15:15
Room: KBW Auditorium
15:15
ML for Beginners I Tutorial
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners I Tutorial
Thomas Stibor
(
GSI, Darmstadt
)
15:15 - 16:00
Room: KBW Auditorium
16:00
Coffee Break
Coffee Break
16:00 - 16:30
Room: KBW Auditorium
16:30
ML for Beginners II
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners II
Thomas Stibor
(
GSI, Darmstadt
)
16:30 - 17:15
Room: KBW Auditorium
17:15
Break
Break
17:15 - 17:30
Room: KBW Auditorium
17:30
ML for Beginners II Tutorial
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners II Tutorial
Thomas Stibor
(
GSI, Darmstadt
)
17:30 - 18:15
Room: KBW Auditorium
Dienstag, 26. Mai 2020
08:00
Particle Identification and Performance Evaluation
-
Daniel Lersch
(
Florida State University
)
Particle Identification and Performance Evaluation
Daniel Lersch
(
Florida State University
)
08:00 - 08:45
Room: KBW Auditorium
08:45
Break
Break
08:45 - 09:00
Room: KBW Auditorium
09:00
Particle Identification and Performance Evaluation
-
Daniel Lersch
(
Florida State University
)
Particle Identification and Performance Evaluation
Daniel Lersch
(
Florida State University
)
09:00 - 09:45
Room: KBW Auditorium
09:45
Coffee Break - Poster Session
Coffee Break - Poster Session
09:45 - 10:15
Room: KBW Auditorium
10:15
Particle Tracking
-
Marcel Kunze
(
Universität Heidelberg(U_HD_PHYS)
)
Particle Tracking
Marcel Kunze
(
Universität Heidelberg(U_HD_PHYS)
)
10:15 - 11:00
Room: KBW Auditorium
11:00
Break
Break
11:00 - 11:15
Room: KBW Auditorium
11:15
Particle Tracking
-
Marcel Kunze
(
Universität Heidelberg(U_HD_PHYS)
)
Particle Tracking
Marcel Kunze
(
Universität Heidelberg(U_HD_PHYS)
)
11:15 - 12:00
Room: KBW Auditorium
Mittwoch, 27. Mai 2020
09:00
Image Cassification and Data Quality Monitoring
-
Thomas Britton
(
JLab
)
Image Cassification and Data Quality Monitoring
Thomas Britton
(
JLab
)
09:00 - 09:45
Room: KBW Auditorium
09:45
Break
Break
09:45 - 10:00
Room: KBW Auditorium
10:00
Image Cassification and Data Quality Monitoring
Image Cassification and Data Quality Monitoring
10:00 - 10:45
Room: KBW Auditorium
10:45
Coffee Break
Coffee Break
10:45 - 11:15
Room: KBW Auditorium
11:15
The Geneva library: Using massively parallel processing to solve complex optimization problems
-
Rüdiger Berlich
Kilian Schwarz
(
GSI, Darmstadt
)
The Geneva library: Using massively parallel processing to solve complex optimization problems
Rüdiger Berlich
Kilian Schwarz
(
GSI, Darmstadt
)
11:15 - 12:00
Room: KBW Auditorium
12:00
Break
Break
12:00 - 12:15
Room: KBW Auditorium
12:15
Using FPGAs for ML
-
Sergey Furletov
(
JLab
)
Using FPGAs for ML
Sergey Furletov
(
JLab
)
12:15 - 13:00
Room: KBW Auditorium
13:00
Lunch Break
Lunch Break
13:00 - 14:00
Room: KBW Auditorium
14:00
Sub-Detector Parameter Optimization
-
Cristiano Fanelli
(
MIT
)
Sub-Detector Parameter Optimization
Cristiano Fanelli
(
MIT
)
14:00 - 14:45
Room: KBW Auditorium
14:45
Break
Break
14:45 - 15:00
Room: KBW Auditorium
15:00
Working Groups
Working Groups
15:00 - 16:00
Room: KBW Auditorium
16:00
Coffee Break
Coffee Break
16:00 - 16:30
Room: KBW Auditorium
16:30
Working Groups
Working Groups
16:30 - 18:00
Room: KBW Auditorium
20:00
20:00 - 23:00
Room: KBW Auditorium
Donnerstag, 28. Mai 2020
09:00
Generative Adversarial Networks
-
Peiyong Jiang
(
GSI, Darmstadt
)
Generative Adversarial Networks
Peiyong Jiang
(
GSI, Darmstadt
)
09:00 - 09:45
Room: KBW Auditorium
09:45
Break
Break
09:45 - 10:00
Room: KBW Auditorium
10:00
Generative Adversarial Networks
-
Peiyong Jiang
(
GSI, Darmstadt
)
Generative Adversarial Networks
Peiyong Jiang
(
GSI, Darmstadt
)
10:00 - 10:45
Room: KBW Auditorium
10:45
Coffee Break
Coffee Break
10:45 - 11:15
Room: KBW Auditorium
11:15
Image Pre-processing for Event Classification
-
Cristian Marocico
(
University of Groningen
)
Image Pre-processing for Event Classification
Cristian Marocico
(
University of Groningen
)
11:15 - 12:00
Room: KBW Auditorium
12:00
Break
Break
12:00 - 12:15
Room: KBW Auditorium
12:15
Deep Learning Event Classification
-
Cristian Marocico
(
University of Groningen
)
Deep Learning Event Classification
Cristian Marocico
(
University of Groningen
)
12:15 - 13:00
Room: KBW Auditorium
13:00
Lunch Break
Lunch Break
13:00 - 14:00
Room: KBW Auditorium
14:00
ML for Analysis
-
Klaus Götzen
(
GSI, Darmstadt
)
ML for Analysis
Klaus Götzen
(
GSI, Darmstadt
)
14:00 - 14:45
Room: KBW Auditorium
14:45
Break
Break
14:45 - 15:00
Room: KBW Auditorium
15:00
Working Groups
Working Groups
15:00 - 16:00
Room: KBW Auditorium
16:00
Coffee Break
Coffee Break
16:00 - 16:30
Room: KBW Auditorium
16:30
Working Groups
Working Groups
16:30 - 18:00
Room: KBW Auditorium
Freitag, 29. Mai 2020
09:00
Custom Layers and Loss Functions
-
David Lawrence
(
JLab
)
Custom Layers and Loss Functions
David Lawrence
(
JLab
)
09:00 - 09:45
Room: KBW Auditorium
09:45
Custom Layers and Loss Functions
Custom Layers and Loss Functions
09:45 - 10:30
Room: KBW Auditorium
10:30
Coffee Break
Coffee Break
10:30 - 11:00
Room: KBW Auditorium
11:00
Hardware aspects for ML
-
Anastasios Belias
(
GSI, Darmstadt
)
Hardware aspects for ML
Anastasios Belias
(
GSI, Darmstadt
)
11:00 - 11:45
Room: KBW Auditorium
11:45
Presentation WG I
Presentation WG I
11:45 - 12:15
Room: KBW Auditorium
12:15
Presentation WG II
Presentation WG II
12:15 - 12:45
Room: KBW Auditorium
12:45
Closing Remarks
Closing Remarks
12:45 - 13:00
Room: KBW Auditorium