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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.
List of contents
Hardware for High-Performance Computing and Signal Processing.- Hierarchical Encoder-Decoder Neural Network with Self-Attention for Single-Channel Speech Denoising.- Calculation of Activation Functions in FPGA-Based Neuroprocessors Using the Cordic Algorithm.- Frequency-Domain Generalized Phase Transform Method in Pipeline Leaks Locating.- Information Technologies and Computer Simulation of Physical Phenomena.- Inverse Problem Regularization of Parametric Identification of the Particle Temperature Distribution of Gas-Thermal Flow with Optimization of Its Solution.- Application of the Heterogeneous Multiscale Finite Element Method for Modelling the Compressibility of Porous Media.- Parallel Non-Conforming Finite Element Technique for Mathematical Simulation of Fluid Flow in Multiscale Porous Media.- Darcy Problem Solution in a Mixed Formulation for Geological Media of Various Structures.- Mathematical Modeling of the Electromagnetic Field from a Solenoidal Coil in the Frequency Domain.- Computing Technologies in Data Analysis and Decision Making.- Novel Planning Technique for ERP Systems Implementation Projects.- Development of an Automated Document Classification System with a Predefined Structure.- Ontology-Based Data Mining Platform for Diagnosing Sowing Quality of Wheat Seeds.- Algorithm for the Classification of Coronary Heart Disease Based on the Use of Symptom Complexes in the Cardiovascular Environment.- Business Process Designing of the Institutional Ranking System of Higher Education of the Kyrgyz Republic.- Evaluation of the Efficiency of the Vaccination against Chickenpox Based on the Results of Simulation Modeling.- Hierarchical Volume Mesh Model of Heterogeneous Media Based on Non-Destructive Imaging Data.- Modeling Potential Plant Habitat by Ensemble Machine Learning.- Information and Computing Technologies in Automation and Control Science.- Adaptive Traffic Signal Control Based on a Macroscopic Model of the Transport Network.- Optimization and Robustization of Angular Motion Control of an Automatic Maneuverable Aerial Vehicle.- Synthesis of the Rational Analyzing Function for Feature Extraction of Signals from the Electrostatic Location System.- Application of Computer Numerical Control in Eddy-Current Study Methods.- Computing Technologies in Information Security Applications.- Open-Source Solution for Identification and Blocking of Anomalous BGP-4 Routing Information.- Simulation of DDoS Attacks on LTE and LoRaWAN Protocols in the NS-3 Network Simulator.- Transaction-Oriented Approach to the Design of Information Systems Based on Formal Grammar.
