Search Results - "Ostroukh, A. V."
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1
Prospects of Applying the Neural-Network Modeling for Estimating the Structure and Properties of Polymer-Composite Materials with Hybrid Matrices
Published in Polymer science. Series D, Glues and sealing materials (2022)“…Artificial neural networks are used in various fields, ranging from economics and sociological research to medicine and robotics. Neural networks are used to…”
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Journal Article -
2
Digital Transformation of Enterprises Using a Low-Code Platform
Published in Russian engineering research (01-11-2022)“…Low-code technology for software development is investigated. That technology permits the creation of working applications more quickly and with minimal manual…”
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Journal Article -
3
Digital Twins in Smart Data Management at a Manufacturing Enterprise
Published in Russian engineering research (01-02-2022)“…The basic principles and stages employed in the creation of digital twins are investigated. At manufacturing enterprises, digital twins permit increase in…”
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Journal Article -
4
Predictive Diagnostics and Maintenance of Industrial Equipment
Published in Russian engineering research (01-02-2022)“…Digitization of industrial enterprises is proposed, permitting the collection, analysis, and visualization of data regarding products, systems, machines, and…”
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Journal Article -
5
Integration of Scalable IT Architectures on the Basis of Data Fabric Technology
Published in Russian engineering research (2022)“…Data Fabric technology is analyzed in relation to traditional data management methods. It is shown that traditional methods of data collection and storage do…”
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Journal Article -
6
Hyperautomation in the Auto Industry
Published in Russian engineering research (01-06-2021)“…Hyperautomation of the auto industry is considered, including multitask machine learning, batch software, and automation tools. Hyperautomation is associated…”
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Journal Article -
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Hybrid Smart Systems for Big Data Analysis
Published in Russian engineering research (2021)“…In big data analysis at an enterprise, a useful option is the analysis of spatial data by machine learning, using a hybrid smart system. Machine learning…”
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Journal Article -
8
Additive Technology in Optimal Synthesis of Individual Vehicle Components and Mechanisms
Published in Russian engineering research (01-08-2019)“…Experience in optimal synthesis of individual vehicle components and mechanisms on the basis of additive technology is analyzed. A list of basic additive…”
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Journal Article -
9
Life-Cycle Approaches in Computerized Vehicle Design and Additive Technology
Published in Russian engineering research (2019)“…Computer engineering permits the creation of models closely matching actual processes and vehicle designs. Production costs may be significantly reduced, while…”
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Journal Article -
10
Environmental, Social, and Corporate Governance Perspectives in Development of Quantum Vector Databases Based on Grover's Algorithm
Published in 2023 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) (15-11-2023)“…Large language models have a big influence on spheres that require data analysis and information retrieval, one of those fields is Environmental, social, and…”
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Conference Proceeding -
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Environmental, Social, and Governance Factors in Transportation Planning
Published in 2023 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) (15-11-2023)“…This article discusses the issue of digital maturity and the use of IT trends, as well as how to use the Environmental, Social and Governance (ESG) methodology…”
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Conference Proceeding -
12
Creating Quantum Circuits for Training Perceptron Neural Networks on the Principles of Grover's Algorithm
Published in 2022 Systems of Signals Generating and Processing in the Field of on Board Communications (15-03-2022)“…This paper highlights a practical research of the possibility of forming quantum circuits for training neural networks. The demonstrated quantum circuits were…”
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Conference Proceeding -
13
Large Language Model in Suburban Transport Data Management
Published in 2024 Systems of Signals Generating and Processing in the Field of on Board Communications (12-03-2024)“…This article explores the new reality of using Large Language Models (LLM) to manage digital data of transport infrastructure based on the concept of…”
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Conference Proceeding -
14
Implementing Suburban Transport Demand Planning with Metaverse and Digital Twin Models
Published in 2024 Systems of Signals Generating and Processing in the Field of on Board Communications (12-03-2024)“…This article discusses the issue of developing transport systems based on metaverse technology for planning decisions on managing transport suburban in an…”
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Conference Proceeding -
15
Parametric Synthesis of Computational Circuits for Complex Quantum Algorithms in the Transport and Road Sphere
Published in 2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) (10-11-2022)“…Since quantum computing technologies are still in their early development phase, quantum circuits are created mainly by manual placement of logic elements…”
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Conference Proceeding -
16
Application of Multivariate State Estimation Technique for Early Detection of Potential Threats while Driving a Truck
Published in 2023 Systems of Signals Generating and Processing in the Field of on Board Communications (14-03-2023)“…Existing telematic monitoring systems for the state of functioning parameters and characteristics of cars and other mobile equipment make it possible to obtain…”
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Conference Proceeding -
17
Data Fabric Digital Array Processing in Road Transport Systems
Published in 2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) (10-11-2022)“…The article discusses the technology of processing data arrays in Data Fabric using the QML language, which is a powerful open source data management tool…”
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Conference Proceeding -
18
Use Digital Twins and the Metaverse to Analysis Data in the Agglomeration Transport Network
Published in 2023 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) (15-11-2023)“…This article discusses the methodology of the Metaverse in the context of the use of digital twins for data analysis in two environments based on a…”
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Conference Proceeding -
19
Road Construction Enterprise Management Model Based on Hyperautomation Technologies
Published in 2021 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) (11-11-2021)“…The article examines the main trends in the development of enterprise management technologies as the basis for the model of hyperautomation of business…”
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Conference Proceeding -
20
Implementation of the Data Fabric Architecture as a Sustainable Development of Industrial Platform Technologies in Road Transport Systems
Published in 2023 Systems of Signals Generating and Processing in the Field of on Board Communications (14-03-2023)“…This article discusses the problem of implementing the Data Fabric architecture as a technology for sustainable data processing and storage for the…”
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Conference Proceeding