research
∙
11/28/2022
Using a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis
Generative adversarial networks are a promising tool for image generatio...
share
research
∙
11/22/2022
Using conditional variational autoencoders to generate images from atmospheric Cherenkov telescopes
High-energy particles hitting the upper atmosphere of the Earth produce ...
research
∙
09/17/2022
Interrelation of equivariant Gaussian processes and convolutional neural networks
Currently there exists rather promising new trend in machine leaning (ML...
research
∙
12/31/2021
Processing Images from Multiple IACTs in the TAIGA Experiment with Convolutional Neural Networks
Extensive air showers created by high-energy particles interacting with ...
research
∙
12/20/2021
Complete Decentralization of Distributed Data Storages Based on Blockchain Technology
The work presents a solution for completely decentralized data managemen...
research
∙
12/19/2021
Analysis of the HiSCORE Simulated Events in TAIGA Experiment Using Convolutional Neural Networks
TAIGA is a hybrid observatory for gamma-ray astronomy at high energies i...
research
∙
10/10/2020
AstroDS – A Distributed Storage for Astrophysics of Cosmic Rays. Current Status
Currently, the processing of scientific data in astroparticle physics is...
research
∙
08/05/2019
Data Aggregation In The Astroparticle Physics Distributed Data Storage
German-Russian Astroparticle Data Life Cycle Initiative is an internatio...
research
∙
07/23/2019
Deep Learning for Energy Estimation and Particle Identification in Gamma-ray Astronomy
Deep learning techniques, namely convolutional neural networks (CNN), ha...
research
∙
07/16/2019
Distributed data storage for modern astroparticle physics experiments
The German-Russian Astroparticle Data Life Cycle Initiative is an intern...
research
∙
12/05/2018
A distributed data warehouse system for astroparticle physics
A distributed data warehouse system is one of the actual issues in the f...
research
∙
11/30/2018
The Approach to Managing Provenance Metadata and Data Access Rights in Distributed Storage Using the Hyperledger Blockchain Platform
The paper suggests a new approach based on blockchain technologies and s...
research
∙
11/15/2018
Decentralized Data Storages: Technologies of Construction
The paper presents a comparative overview of decentralized data storages...
research
∙
11/06/2018