CORSIKA 8 - GAN Meeting

Thursday Apr 15, 2021, 3:00 PM → 5:00 PM Europe/Berlin

Antonio Augusto Alves Junior (KIT), Ralf Ulrich (KIT)

Meeting dedicated to discussions about deployment of GANs and other ML based techniques on CORSIKA 8 and shower simulation.

https://zoom.us/j/93823222684

3:00 PM → 3:10 PM Welcome and Status

Speakers: Dr Antonio Augusto Alves Junior (KIT), Ralf Ulrich (KIT)

1. After some discussion on expected output from GAN, we agreed that a possible scenario would be to reconstruct a full shower or distributions from more limited set of information. For example: only generate the hadronic part of the shower and from that to guess the other parts of the shower.

2. Update the wiki page.

3. Papers:

https://arxiv.org/abs/2008.06545

https://arxiv.org/abs/0902.0548

3:10 PM → 3:30 PM Overview GANs

Speaker: Pranav Sampathkumar