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