952 citations · 3.4k across the 79 of their papers we have counts for
4 papers · 1 filter
Generative Models for Fast Calorimeter Simulation.LHCb case
Viktoria Chekalina, Elena Orlova, Fedor Ratnikov +3
Simulation is one of the key components in high energy physics. Historically it relies on the Monte Carlo methods which require a tremendous amount of computation resources. These…
Deep learning for inferring cause of data anomalies
V. Azzolini, M. Borisyak, G. Cerminara +10
Daily operation of a large-scale experiment is a resource consuming task, particularly from perspectives of routine data quality monitoring. Typically, data comes from different su…
Towards automation of data quality system for CERN CMS experiment
Maxim Borisyak, Fedor Ratnikov, Denis Derkach +1
Daily operation of a large-scale experiment is a challenging task, particularly from perspectives of routine monitoring of quality for data being taken. We describe an approach tha…
Reproducible Experiment Platform
Tatiana Likhomanenko, Alex Rogozhnikov, Alexander Baranov +2
Data analysis in fundamental sciences nowadays is an essential process that pushes frontiers of our knowledge and leads to new discoveries. At the same time we can see that complex…