I.V. Makarenkova

И.В. Макаренкова

7 articles 2021–2025

2025

Setting up the parameters of dynamic models of the organizational and technological process of railway transport technical vehicles re-pair using Neural ODE Neurocomputers, No. 2, 2025 pp. 43-53

2024

Research of nonstationary dynamic models of the organizational and technological process of railway transport technical vehicles repair Nonlinear World, No. 2, 2024 pp. 5-17
Development of instrumental and methodological support for assessing the technical condition of transport system nodes using neural networks, fuzzy and stochastic modeling algorithms Neurocomputers, No. 2, 2024 pp. 13-22

2023

Design of a data generation model for solving classification problems in the diagnosis of transport system malfunctions Nonlinear World, No. 3, 2023 pp. 16-26
Construction and computer research of mathematical models of repair and operation of technical vehicles of railway transport Nonlinear World, No. 1, 2023 pp. 5-12

2022

The use of neural networks for solving classification problems in diagnosing malfunctions of transport systems Neurocomputers, No. 4, 2022 pp. 18-27

2021

An approach to assessing the technical condition of elements and nodes of transport systems using neural network modeling methods and digital twin technology Neurocomputers, No. 5, 2021 pp. 5-20