24–26 Jul 2023
Princeton University
America/New_York timezone

Ultra fast simulation algorithmics for industrial applications in Muon Tomography using GAN

26 Jul 2023, 09:00
20m
Princeton University

Princeton University

Speaker

Ruben Lopez Ruiz (Universidad de Cantabria and CSIC (ES))

Description

The development and application of Muon Tomography techniques requires the production of considerable amounts of simulation data, usually generated with complex and slow particle simulation software. In this talk, we explore the use of Generative Adversarial Network (GAN) as a way of generating simulation data for muon tomography applications in a faster and less computationally expensive way.

Primary author

Ruben Lopez Ruiz (Universidad de Cantabria and CSIC (ES))

Presentation materials