Data Augmentation at the LHC through Analysis-specific Fast Simulation with Deep Learning

Cheng Chen, Olmo Cerri, Thong Q. Nguyen +2

We present a fast simulation application based on a Deep Neural Network, designed to create large analysis-specific datasets. Taking as an example the generation of W+jet events pr…