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High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production

12th International Conference, HPCST 2022, Barnaul, Russia, May 20–21, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Vladimir Jordan

    1. Altai State University, Barnaul, Russia

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  2. Ilya Tarasov

    1. MIREA - Russian Technological University, Moscow, Russia

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  3. Ella Shurina

    1. Novosibirsk State Technical University, Novosibirsk, Russia

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  4. Nikolay Filimonov

    1. Lomonosov Moscow State University, Moscow, Russia

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  5. Vladimir Faerman

    1. Tomsk State University of Control Systems and Radio-Electronics, Tomsk, Russia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1733)

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xv
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  2. Hardware for High-Performance Computing and Signal Processing

    1. Front Matter

      Pages 1-1
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    2. Hierarchical Encoder-Decoder Neural Network with Self-Attention for Single-Channel Speech Denoising

      • Rauf Nasretdinov, Ilya Ilyashenko, Jacob Filin, Andrey Lependin
      Pages 3-14

    3. Architecture and CAD Software Solutions for PCB Design

      • Ilya Tarasov, Dmitry Mirzoyan, Peter Sovietov
      Pages 15-21

    4. Frequency-Domain Generalized Phase Transform Method in Pipeline Leaks Locating

      • Vladimir Faerman, Kirill Voevodin, Valeriy Avramchuk
      Pages 22-38

  3. Information Technologies and Computer Simulation of Physical Phenomena

    1. Front Matter

      Pages 39-39
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    2. Inverse Problem Regularization of Parametric Identification of the Particle Temperature Distribution of Gas-Thermal Flow with Optimization of Its Solution

      • Vladimir Jordan, Denis Kobelev
      Pages 41-61

    3. Application of the Heterogeneous Multiscale Finite Element Method for Modelling the Compressibility of Porous Media

      • Anastasia Yu. Kutishcheva, Sergey I. Markov
      Pages 62-71

    4. Parallel Non-Conforming Finite Element Technique for Mathematical Simulation of Fluid Flow in Multiscale Porous Media

      • Sergey I. Markov, Anastasia Yu. Kutishcheva, Natalya B. Itkina
      Pages 72-82

    5. Darcy Problem Solution in a Mixed Formulation for Geological Media of Various Structures

      • Ella P. Shurina, Natalya B. Itkina, Svetlana A. Trofimova
      Pages 83-96

    6. Mathematical Modeling of the Electromagnetic Field from a Solenoidal Coil in the Frequency Domain

      • Dmitriy Arhipov, Nadezhda Shtabel, Ella P. Shurina
      Pages 97-111

  4. Computing Technologies in Data Analysis and Decision Making

    1. Front Matter

      Pages 113-113
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    2. Novel Planning Technique for ERP Systems Implementation Projects

      • Dmitry Yu. Stepanov
      Pages 115-124

    3. Development of an Automated Document Classification System with a Predefined Structure

      • Roman Semenov, Alexey Sorokin
      Pages 125-136

    4. Ontology-Based Data Mining Platform for Diagnosing Sowing Quality of Wheat Seeds

      • Denis Baryshev, Nadezhda Barysheva, Ekaterina Avdeeva, Sergey Pronin
      Pages 137-146

    5. Algorithm for the Classification of Coronary Heart Disease Based on the Use of Symptom Complexes in the Cardiovascular Environment

      • Akhram Kh. Nishanov, Gulomjon P. Juraev, Malika A. Khasanova, Fazilbek M. Zaripov, Saidqul X. Saparov
      Pages 147-167

    6. Business Process Designing of the Institutional Ranking System of Higher Education of the Kyrgyz Republic

      • Bibigul B. Koshoeva, Mirlan K. Chynybaev, Aigiuzel T. Bakalova, Asel R. Abdyldaeva
      Pages 168-182

    7. Evaluation of the Efficiency of the Vaccination Against Chickenpox Based on the Results of Simulation Modeling

      • Anton V. Kulshin, Denis Yu. Kozlov, Ekaterina A. Peredelskaya, Lyubov A. Khvorova, Tatyana V. Safyanova
      Pages 183-195

    8. Hierarchical Volume Mesh Model of Heterogeneous Media Based on Non-Destructive Imaging Data

      • Daria Dobroliubova, Ekaterina Shtanko
      Pages 196-205

    9. Modeling a Potential Plant Habitat by Ensemble Machine Learning

      • Alexei V. Vaganov, Vladimir F. Zaikov, Olga S. Krotova, Andrey I. Musokhranov, Zakhar V. Pokalyakin, Lyubov A. Khvorova
      Pages 206-216
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Other volumes

  1. High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production

Keywords

About this book

This book constitutes the refereed proceedings of the 12th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2022, held in Barnaul, Russia, during May 20–21, 2022. 

The 23 full papers included in this book were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows: hardware for high-performance computing and signal processing; information technologies and computer simulation of physical phenomena; computing technologies in data analysis and decision making; and computing technologies in information security applications.

Editors and Affiliations

  • Altai State University, Barnaul, Russia

    Vladimir Jordan

  • MIREA - Russian Technological University, Moscow, Russia

    Ilya Tarasov

  • Novosibirsk State Technical University, Novosibirsk, Russia

    Ella Shurina

  • Lomonosov Moscow State University, Moscow, Russia

    Nikolay Filimonov

  • Tomsk State University of Control Systems and Radio-Electronics, Tomsk, Russia

    Vladimir Faerman

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