Fedor Ratnikov | DeepAI

AI Chat

Featured Co-authors

Andrey Ustyuzhanin
20 publications
Denis Derkach
15 publications
Dmitry Ulyanov
11 publications
Egor Zakharov
9 publications
Maxim Borisyak
9 publications
Nikita Kazeev
6 publications
Artem Ryzhikov
5 publications
Elena Orlova
5 publications
Alexandra Volokhova
5 publications
Olga Mineeva
2 publications
Arsenii Gavrikov
1 publication

∙ 06/17/2022

Energy reconstruction for large liquid scintillator detectors with machine learning techniques: aggregated features approach

Large scale detectors consisting of a liquid scintillator (LS) target su...

0 Arsenii Gavrikov, et al. ∙

∙ 03/27/2020

Using Machine Learning to Speed Up and Improve Calorimeter R D

Design of new experiments, as well as upgrade of ongoing ones, is a cont...

0 Fedor Ratnikov, et al. ∙

∙ 03/21/2020

Generative Adversarial Networks for LHCb Fast Simulation

LHCb is one of the major experiments operating at the Large Hadron Colli...

0 Fedor Ratnikov, et al. ∙

∙ 06/14/2019

(1 + ε)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets

Anomaly detection is not an easy problem since distribution of anomalous...

33 Maxim Borisyak, et al. ∙

∙ 03/28/2019

Cherenkov Detectors Fast Simulation Using Neural Networks

We propose a way to simulate Cherenkov detector response using a generat...

0 Denis Derkach, et al. ∙

∙ 12/04/2018

Generative Models for Fast Calorimeter Simulation.LHCb case

Simulation is one of the key components in high energy physics. Historic...

0 Viktoria Chekalina, et al. ∙

∙ 09/25/2017

Towards automation of data quality system for CERN CMS experiment

Daily operation of a large-scale experiment is a challenging task, parti...

0 Maxim Borisyak, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world