MICRO-WORKSHOP ON MACHINE LEARNING AIDED SHOWER DETECTION

Wednesday 24 Nov 2021, 11:00 → 17:00 Europe/Warsaw

421N (Pedagogical University of Krakow)

Łukasz Bibrzycki (Institute of Computer Science, Pedagogical University of Krakow)

Zoom link to the meeting: 

https://us02web.zoom.us/j/86336675554?pwd=QTYxekNHOWdVUkV6ZmI0ZUhCT3hOZz09

Part 2 of the meeting - Passcode: F*v5pp1&

seminarium_CORSIKA_XI_23.pdf

Status of the CREDO Detector and CREDO-ML.pdf

11:00 → 11:15 Welcome address¶

Piotr Homola, the CREDO Project Coordinator, Institute of Nuclear Physics PAN, Kraków

11:15 → 12:00 Status of the CREDO Detector and CREDO-ML¶

Łukasz Bibrzycki, Institute of Computer Science, Pedagogical
University of Krakow

12:00 → 13:30 Brainstorming on ML aided CR detection.¶

Topics:
- increase of the morphological dataset by one order of magnitude:
annotators recruitment, annotation quality assurance, automatic annotation, etc.
- inclusion of metadata (timestamp, geolocation, hit orientation etc.) in the training process

13:30 → 14:00 Lunch break

14:00 → 14:45 CORSIKA below the knee¶

Tadeusz Wibig, Faculty of Physics and Applied Informatics, University of Łódź

14:45 → 16:30 Brainstorming on EAS simulation¶

Topics:
- physics model (CORSIKA),
- detector understanding (Geant),
- statistical considerations,
- investigator recruitment,
- politics - target paper selection in multidisciplinary environment.