research
∙
10/18/2022
Generative models uncertainty estimation
In recent years fully-parametric fast simulation methods based on genera...
share
research
∙
04/21/2022
Towards Reliable Neural Generative Modeling of Detectors
The increasing luminosities of future data taking at Large Hadron Collid...
research
∙
05/28/2019
Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks
The increasing luminosities of future Large Hadron Collider runs and nex...
research
∙
05/28/2019
Machine Learning on data with sPlot background subtraction
Data analysis in high energy physics has to deal with data samples produ...
research
∙
03/28/2019
Cherenkov Detectors Fast Simulation Using Neural Networks
We propose a way to simulate Cherenkov detector response using a generat...
research
∙
02/06/2019