Online Joint GlueX-EIC-PANDA Machine Learning Workshop
von
Montag, 21. September 2020(14:00)
bis
Freitag, 25. September 2020(18:45)
Montag, 21. September 2020
¶
14:00
ML for Beginners I
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners I
Thomas Stibor
(
GSI, Darmstadt
)
14:00 - 14:45
14:45
Break
Break
14:45 - 15:00
15:00
ML for Beginners II
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners II
Thomas Stibor
(
GSI, Darmstadt
)
15:00 - 15:45
15:45
Coffee Break
Coffee Break
15:45 - 16:15
16:15
Particle Identification and Performance Evaluation
-
Daniel Lersch
(
Florida State University
)
Particle Identification and Performance Evaluation
Daniel Lersch
(
Florida State University
)
16:15 - 17:00
17:00
Break
Break
17:00 - 17:15
17:15
Particle Identification and Performance Evaluation
-
Daniel Lersch
(
Florida State University
)
Particle Identification and Performance Evaluation
Daniel Lersch
(
Florida State University
)
17:15 - 18:00
Dienstag, 22. September 2020
¶
14:00
Discussions and Questions
Discussions and Questions
14:00 - 14:15
14:15
ML for Beginners III
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners III
Thomas Stibor
(
GSI, Darmstadt
)
14:15 - 15:00
15:00
Break
Break
15:00 - 15:15
15:15
Particle Tracking
-
Waleed Esmail
(
Forschungszentrum Jülich(FZJ)
)
Particle Tracking
Waleed Esmail
(
Forschungszentrum Jülich(FZJ)
)
15:15 - 16:00
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
Particle Tracking II
-
Waleed Esmail
(
Forschungszentrum Jülich(FZJ)
)
Particle Tracking II
Waleed Esmail
(
Forschungszentrum Jülich(FZJ)
)
16:30 - 17:15
17:15
Break
Break
17:15 - 17:30
17:30
Discussions and Questions
Discussions and Questions
17:30 - 18:00
Mittwoch, 23. September 2020
¶
14:00
Discussions and Questions
Discussions and Questions
14:00 - 14:15
14:15
ML for Beginners IV
-
Thomas Stibor
(
GSI, Darmstadt
)
ML for Beginners IV
Thomas Stibor
(
GSI, Darmstadt
)
14:15 - 15:00
15:00
Break
Break
15:00 - 15:15
15:15
Sub-Detector Parameter Optimization
-
Cristiano Fanelli
(
MIT
)
Sub-Detector Parameter Optimization
Cristiano Fanelli
(
MIT
)
15:15 - 16:00
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
Image Classification and Data Quality Monitoring
-
Thomas Britton
(
JLab
)
Image Classification and Data Quality Monitoring
Thomas Britton
(
JLab
)
16:30 - 17:15
17:15
Break
Break
17:15 - 17:30
17:30
Discussions and Questions
Discussions and Questions
17:30 - 18:00
Donnerstag, 24. September 2020
¶
14:00
Discussions and Questions
Discussions and Questions
14:00 - 14:15
14:15
Generative Adversarial Networks
-
Peiyong Jiang
(
GSI, Darmstadt
)
Generative Adversarial Networks
Peiyong Jiang
(
GSI, Darmstadt
)
14:15 - 15:00
15:00
Break
Break
15:00 - 15:15
15:15
Support Vector Machines
-
Thomas Stibor
(
GSI, Darmstadt
)
Support Vector Machines
Thomas Stibor
(
GSI, Darmstadt
)
15:15 - 16:00
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
Custom Layers and Loss Functions
-
David Lawrence
(
JLab
)
Custom Layers and Loss Functions
David Lawrence
(
JLab
)
16:30 - 17:15
17:15
Break
Break
17:15 - 17:30
17:30
Discussions and Questions
Discussions and Questions
17:30 - 18:00
Freitag, 25. September 2020
¶
14:00
Discussions and Questions
Discussions and Questions
14:00 - 14:15
14:15
Event Classification with Deep Learning
-
Cristian Marocico
(
University of Groningen
)
Event Classification with Deep Learning
Cristian Marocico
(
University of Groningen
)
14:15 - 15:00
15:00
Break
Break
15:00 - 15:15
15:15
The Geneva Library: Using massively parallel processing to solve complex optimization problems
-
Kilian Schwarz
(
GSI, Darmstadt
)
Rüdiger Berlich
The Geneva Library: Using massively parallel processing to solve complex optimization problems
Kilian Schwarz
(
GSI, Darmstadt
)
Rüdiger Berlich
15:15 - 16:00
16:00
Coffee Break
Coffee Break
16:00 - 16:15
16:15
Using FPGAs for ML
-
Sergey Furletov
(
JLab
)
Using FPGAs for ML
Sergey Furletov
(
JLab
)
16:15 - 17:00
17:00
Closing Remarks
-
Tobias Stockmanns
(
Forschungszentrum Jülich GmbH
)
Closing Remarks
Tobias Stockmanns
(
Forschungszentrum Jülich GmbH
)
17:00 - 17:15