699 citations · 2.7k across the 97 of their papers we have counts for
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SND@LHC: The Scattering and Neutrino Detector at the LHC
LHC Collaboration
SND@LHC is a compact and stand-alone experiment designed to perform measurements with neutrinos produced at the LHC in the pseudo-rapidity region of . The experimen…
GAN with an Auxiliary Regressor for the Fast Simulation of the Electromagnetic Calorimeter Response
Alexander Rogachev, Fedor Ratnikov
High energy physics experiments essentially rely on simulated data for physics analyses. However, running detailed simulation models requires a tremendous amount of computation res…
Generative Surrogates for Fast Simulation: TPC Case
Fedor Ratnikov, Artem Maevskiy, Alexander Zinchenko +3
Simulation of High Energy Physics experiments is widely used, necessary for both detector and physics studies. Detailed Monte-Carlo simulation algorithms are often limited due to t…
Energy reconstruction for large liquid scintillator detectors with machine learning techniques: aggregated features approach
Arsenii Gavrikov, Yury Malyshkin, Fedor Ratnikov
Large-scale detectors consisting of a liquid scintillator target surrounded by an array of photo-multiplier tubes (PMTs) are widely used in the modern neutrino experiments: Borexin…
On Scaling of Hall-Effect Thrusters Using Neural Nets
Yegor V. Plyashkov, Andrey A. Shagayda, Dmitrii A. Kravchenko +2
Hall-effect thrusters (HETs) are widely used for modern near-earth spacecraft propulsion and are vital for future deep-space missions. Methods of modeling HETs are developing rapid…
Generative Adversarial Networks for the fast simulation of the Time Projection Chamber responses at the MPD detector
A. Maevskiy, F. Ratnikov, A. Zinchenko +3
The detailed detector simulation models are vital for the successful operation of modern high-energy physics experiments. In most cases, such detailed models require a significant…
Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
Tommaso Dorigo, Andrea Giammanco, Pietro Vischia +33
The full optimization of the design and operation of instruments whose functioning relies on the interaction of radiation with matter is a super-human task, given the large dimensi…