MICRO-WORKSHOP ON MACHINE LEARNING AIDED SHOWER DETECTION
Wednesday 24 November 2021 -
11:00
Monday 22 November 2021
Tuesday 23 November 2021
Wednesday 24 November 2021
11:00
Welcome address
Welcome address
11:00 - 11:15
Room: 421N
Piotr Homola, the CREDO Project Coordinator, Institute of Nuclear Physics PAN, Kraków
11:15
Status of the CREDO Detector and CREDO-ML
Status of the CREDO Detector and CREDO-ML
11:15 - 12:00
Room: 421N
Łukasz Bibrzycki, Institute of Computer Science, Pedagogical University of Krakow
12:00
Brainstorming on ML aided CR detection.
Brainstorming on ML aided CR detection.
12:00 - 13:30
Room: 421N
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
Lunch break
Lunch break
13:30 - 14:00
Room: 421N
14:00
CORSIKA below the knee
CORSIKA below the knee
14:00 - 14:45
Room: 421N
Tadeusz Wibig, Faculty of Physics and Applied Informatics, University of Łódź
14:45
Brainstorming on EAS simulation
Brainstorming on EAS simulation
14:45 - 16:30
Room: 421N
Topics: - physics model (CORSIKA), - detector understanding (Geant), - statistical considerations, - investigator recruitment, - politics - target paper selection in multidisciplinary environment.