CERN Accelerating science

Dalila works on fast calorimeter simulation using Machine Learning techniques. She has a data science background and during her PhD she designed generative models for fast calorimeter simulation in the ATLAS experiment. Currently, Dalila is working on generic Machine Learning techniques that allow to go beyond specific detector geometries. In this project, she is testing and integrating first prototypes of these techniques into Geant4.