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Discord Stateoftheart AI
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Publications

598

Cited by

30306

Andrey Ustyuzhanin

data sciencehigh energy physicsmachine learning

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Papers and Citations

1 - 50
LHCb topological trigger reoptimization
2015
Alex Rogozhnikov
Egor Khairullin
Michael Williams
+3
Cited by 66
New approaches for boosting to uniformity
2015
M Williams
V Gligorov
A Rogozhnikov
+2
Cited by 42
Discovery potential for directional Dark Matter detection with nuclear emulsions
2018
S Dmitrievski
RA Fini
AM Guler
+53
Cited by 17
Optimising the active muon shield for the SHiP experiment at CERN
2017
O Lantwin
A Zaitsev
N Klyuchnikov
+6
Cited by 13
Generative models for fast calorimeter simulation: the LHCb case
2019
Andrey Ustyuzhanin
Elena Orlova
Dmitry Ulyanov
+3
Cited by 11
Cherenkov detectors fast simulation using neural networks
2020
Alexandra Volokhova
Denis Derkach
Fedor Ratnikov
+2
Cited by 10
Allen: A high-level trigger on GPUs for LHCb
2020
H Stevens
DC Craik
R Schwemmer
+26
Cited by 9
HEP community white paper on software trigger and event reconstruction
2018
Tommaso Boccali
Andrey Ustyuzhanin
K. Bloom
+39
Cited by 8
IOP: LHCb data quality monitoring
2017
A Baranov
F Archilli
A Pearce
+5
Cited by 6
Measurement of associated charm production induced by 400 GeV/c protons
2017
O Sato
I Timiryasov
Helmuth Vincke
+147
Cited by 6
Machine Learning for electromagnetic showers reconstruction in emulsion cloud chambers
2018
Andrey Ustyuzhanin
Vladislav Belavin
Artem Filatov
+1
Cited by 5
LHCb trigger streams optimization: arXiv
2017
M Vesterinen
N Kazeev
Denis Derkach
+4
Cited by 5
The tracking machine learning challenge: Accuracy phase
2020
Paolo Calafiura
Tobias Golling
Moritz Kiehn
+24
Cited by 5
Reproducible experiment platform
2015
A Rogozhnikov
E Khairullin
A Baranov
+2
Cited by 4
Domain adaptation with gradient reversal for MC/real data calibration
2018
Ryzhikov Artem
Andrey Ustyuzhanin
Cited by 4
Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks
2020
Artem Maevskiy
Lucio Anderlini
Maksim Artemev
+3
Cited by 4
Black-Box Optimization with Local Generative Surrogates.
2020
Michael Kagan
Andrey Ustyuzhanin
Vladislav Belavin
+1
Cited by 3
The LHCb Distributed Computing Model and Operations during LHC Runs 1, 2 and 3
2016
Joel Closier
Christophe Haen
Zoltan Mathe
+26
Cited by 3
The TrackML challenge
2018
Tobias Golling
Moritz Kiehn
Cécile Germain
+14
Cited by 3
TrackML: A High Energy Physics Particle Tracking Challenge
2018
Andreas Salzburger
Victor Estrade
Steven Farrell
+15
Cited by 3
Machine Learning scientific competitions and datasets
2020
Andrey Ustyuzhanin
David Rousseau
Cited by 2
Tuning hybrid distributed storage system digital twins by reinforcement learning
2018
K Arzymatov
A Sapronov
A Nevolin
+3
Cited by 2
Machine learning algorithms for automatic anomalies detection in data storage systems operation
2019
A Sapronov
Mikhail Hushchyn
Andrey Ustyuzhanin
Cited by 2
Deep learning for inferring cause of data anomalies
2018
Denis Derkach
A Pol
F De Guio
+10
Cited by 2
Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers
2019
Andrey Skuratov
Lubov Shiryaeva
Anton Tereshkin
+6
Cited by 1
Generalization of change-point detection in time series data based on direct density ratio estimation
2020
Mikhail Hushchyn
Andrey Ustyuzhanin
Cited by 1
Track Pattern Recognition for the SHiP Spectrometer Tracker
2017
E van Herwijnen
O Alenkin
Andrey Ustyuzhanin
+1
Cited by 1
Differentiating the Black-Box: Optimization with Local Generative Surrogates
2020
Atılım Güneş Baydin
AG Baydin
Andrey Ustyuzhanin
+3
Cited by 1
Muon trigger for mobile phones
2017
M Mulhearn
Maxim Borisyak
Mikhail Usvyatsov
+2
Cited by 1
Normalizing flows for deep anomaly detection
2019
D Derkach
Maxim Borisyak
Andrey Ustyuzhanin
+1
Cited by 1
The TrackML high-energy physics tracking challenge on Kaggle
2019
Victor Estrade
Paolo Calafiura
Edward Moyse
+15
Cited by 1
LHCb
1998
KP Swientek
A Maevskiy
JJ Back
+147
Cited by 1
A study of Neural networks point source extraction on simulated Fermi/LAT Telescope images
2020
M Drozdova
D Malyshev
A Broilovskiy
+1
Cited by
Segmentation of EM showers for neutrino experiments with deep graph neural networks
2021
E Trofimova
Vladislav Belavin
Andrey Ustyuzhanin
Cited by
Black-Box Optimization with Local Generative Surrogates
2020
V Belavin
Andrey Ustyuzhanin
Michael Kagan
+2
Cited by
arXiv: Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks
2019
L Anderlini
M Artemev
A Maevskiy
+3
Cited by
Electromagnetic shower generation with Graph Neural Networks
2020
Andrey Ustyuzhanin
Vladislav Belavin
Cited by
Final Results of the OPERA Experiment on ντ Appearance in the CNGS Neutrino Beam
2018
M Roda
MC Montesi
G Sirri
+133
Cited by
Speeding up prediction performance of BDT-based models
E Khairullin
Andrey Ustyuzhanin
Cited by
Research on Event Search
Andrey Ustyuzhanin
Cited by
arXiv: Deep learning for Directional Dark Matter search
2020
A Golovatiuk
G De Lellis
Andrey Ustyuzhanin
Cited by
SANgo: a storage infrastructure simulator with reinforcement learning support
2020
Artem Ikoev
Maksim Karpov
Kenenbek Arzymatov
+5
Cited by
Accelerating dark matter search in emulsion SHiP detector by deep learning
2020
AI Golutvin
Sergey Shirobokov
Andrey Ustyuzhanin
Cited by
Latest results of the OPERA experiment on nu-tau appearance in the CNGS neutrino beam
2019
N Starkov
N Polukhina
J Ebert
+132
Cited by
Deep reinforcement learning approach for fast qubit control
Alexey Kharlamov
Dmitry Negrov
Evgeniy Korostylev
+3
Cited by
arXiv: Allen: A high level trigger on GPUs for LHCb
2019
Vladimir Gligorov
Murilo Rangel
Florian Reiss
+22
Cited by
Deep learning for Directional Dark Matter search
2020
G De Lellis
A Golovatiuk
Andrey Ustyuzhanin
Cited by
Gradient reversal for MC/real data calibration
Ryzhikov Artem
Andrey Ustyuzhanin
Cited by
Technical design and performance of a GPU HLT1
2020
Renato Quagliani
Rainer Schwemmer
Brij Kishor Jashal
+29
Cited by
Artificial Neural Networks for the Ultra-Fast Simulation of the LHCb experiment and its upgrade.
2019
A Maevskiy
L Anderlini
Maksim Artemev
+3
Cited by