High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production
Description
The 21 full papers included in this book were carefully reviewed and selected from 81 submissions. The papers are 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; Information and Computing Technologies in Automation and Control Science; Computing Technologies in Information Security Applications.
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Hardware for High-Performance Computing and Signal Processing.- Design of a Pipeline Computing Module as Part of a Specialized VLSI.- Speech Enhancement based on Two-Stage Neural Network with Structured State Space for Sequence Transformation.- Designing a Graphics Accelerator with Heterogeneous Architecture.- Spectrophotometer for Field Studies.- Comparative Study of Practical Implementation of Time Delay Estimation Methods on Single Board Computer.- Information Technologies and Computer Simulation of Physical Phenomena.- Study of the Functional Characteristics of TiNi Coating by the Computer-Aided Simulation Using Parallel Computing.- On Hierarchical Convergence of the Heterogeneous Multiscale Finite Element Method using Polyhedral Supports.- Parallelization of Finite-Volume Numerical Methods of Computational Fluid Dynamics by Means of Shared Memory Computing Systems.- Computing Technologies in Data Analysis and Decision Making.- Development and Comparative Study of Data Compression Methods Used in Technical Monitoring Systems.- Object Recognition Based on Three-Dimentional Computer Graphics.- Adaptive Methods for the Structural Optimization of Neural Networks and Their Ensemble for Data Analysis.- Self-Adaptation Method for Evolutionary Algorithms Based on the Selection Operator.- Application of U-Net Architecture Neural Network for Segmentation of Brain Cell Images Stained with Trypan Blue.- Language Model Architecture based on the Syntactic Graph of Analyzed Text.- Information and Computing Technologies in Automation and Control Science.- Classic and Modern Methods of Automatic Parking Control of Self-Driving Car.- Application of Smoothing Technique to Model Predictive Traffic Signal Control.- Design Features of the Frequency-Controlled Electric Drive for Positioning Mechanisms.- Development of a Mathematical Model to Study the Energy Indicators of Electric Drives using the DFC-IM System.- Intelligent Data Analysis for Materials Obtained Using Selective Laser Melting Technology.- Computing Technologies in Information Security Applications.- Fourier Chromagrams for Fingerprinting, Verification and Authentication of Digital Audio Recordings.- Methodology of Expert-Agent Cognitive Modeling for Preventing Impact on Critical Information Infrastructure.