Fast Simulation with Machine Learning

Wednesday Mar 6, 2019, 4:00 PM → 6:00 PM Europe/Zurich

2/R-030 (CERN)

4:00 PM → 4:20 PM High granularity calorimeter simulation using Generative Adversarial Networks

Speaker: Dr Sofia Vallecorsa (CERN)

GANsimulation_hsf.pdf

4:30 PM → 4:50 PM Generative models and application to shower simulation in LHCb

Speaker: Fedor Ratnikov (Yandex School of Data Analysis (RU))

LHCbCaloGAN_190306.pdf

5:00 PM → 5:20 PM Deep Generative models for fast shower simulation in ATLAS

Speaker: Dalila Salamani (Universite de Geneve (CH))

HSF-06-03-19.pdf

HSF-Meeting-06-03-19