CORSIKA 8 - GAN Meeting

Wednesday Mar 31, 2021, 2:00 PM → 4:00 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

1 Welcome and Status

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

from Ralf: https://inspirehep.net/literature/812460

from Pranav: https://publikationen.bibliothek.kit.edu/1000118009

Example of universality functions.

Goal: to use the universality functions for 1D and 2D studies in order to figure out the performance prospects for GANs in CORSIKA 8.  Basically, to use the universality functions to build up a fast toy model in order to get the distributions for training of GAN.

2 GANs in CORSIKA 8

Speaker: Pranav Sampathkumar