Cargando…
Improving FastCaloGAN Simulation of Pion Calorimeter Showers
FastCaloGAN uses unsupervised machine learning techniques to provide a fast simulation of the full ATLAS calorimeter system. In this project, the effects of modifying various elements of the FastCaloGAN's architecture were studied and this report describes some of the most successful modificat...
Autor principal: | Barber, Matthew William |
---|---|
Lenguaje: | eng |
Publicado: |
2021
|
Materias: | |
Acceso en línea: | http://cds.cern.ch/record/2780098 |
Ejemplares similares
-
FastCaloGAN: A FAST SIMULATION OF THE ATLAS CALORIMETER WITH GANs
por: Bandieramonte, Marilena, et al.
Publicado: (2023) -
FastCaloGAN: a fast simulation for the ATLAS calorimeter system using GANs
por: Faucci Giannelli, Michele
Publicado: (2020) -
FastCaloGAN: a fast simulation for the ATLAS calorimeter system using GANs
por: Faucci Giannelli, Michele
Publicado: (2020) -
Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE
por: Attard, David
Publicado: (2023) -
GAN for Fast Shower Simulation
por: Xining, Wang
Publicado: (2022)