26–30 Jun 2023
Sloup v Čechách
Europe/Prague timezone

Transformer-based models for detector simulation

27 Jun 2023, 11:00
20m

Speaker

Kristina Jarůšková (FNSPE CTU in Prague)

Description

Detector simulations are an important component of the research in High Energy Physics. However, the current Mote Carlo-based simulation tools are computationally intensive and finding a faster alternative is necessary. This talk focuses on the current development in the domain of using deep learning models for calorimeter simulations, namely the experimentation with transformer neural networks.

Primary author

Kristina Jarůšková (FNSPE CTU in Prague)

Presentation materials