Works by Tynchenko, Vadim

Results: 69

Prediction of Critical Filling of a Storage Area Network by Machine Learning Methods.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 24, p. 4150, doi. 10.3390/electronics11244150

By:

Masich, Igor S.;
Tynchenko, Vadim S.;
Nelyub, Vladimir A.;
Bukhtoyarov, Vladimir V.;
Kurashkin, Sergei O.;
Gantimurov, Andrei P.;
Borodulin, Aleksey S.

Publication type:

Article

Design of Computational Models for Hydroturbine Units Based on a Nonparametric Regression Approach with Adaptation by Evolutionary Algorithms.

Published in:

Computation, 2021, v. 9, n. 8, p. 83, doi. 10.3390/computation9080083

By:

Bukhtoyarov, Vladimir Viktorovich;
Tynchenko, Vadim Sergeevich

Publication type:

Article

Image Text Extraction and Natural Language Processing of Unstructured Data from Medical Reports.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 2, p. 1361, doi. 10.3390/make6020064

By:

Malashin, Ivan;
Masich, Igor;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Optimizing qubit performance through smoothing techniques.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-83877-4

By:

Malashin, Ivan P.;
Masich, Igor S.;
Tynchenko, Vadim S.;
Borodulin, Aleksei S.

Publication type:

Article

Exploring temperature-dependent photoluminescence dynamics of colloidal CdSe nanoplatelets using machine learning approach.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-81200-9

By:

Malashin, Ivan P.;
Daibagya, Daniil;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Selyukov, Alexandr;
Ambrozevich, Sergey;
Vasiliev, Roman

Publication type:

Article

Complex Assessment of X-ray Diffraction in Crystals with Face-Centered Silicon Carbide Lattice.

Published in:

Crystals (2073-4352), 2023, v. 13, n. 3, p. 528, doi. 10.3390/cryst13030528

By:

Bosikov, Igor I.;
Martyushev, Nikita V.;
Klyuev, Roman V.;
Tynchenko, Vadim S.;
Kukartsev, Viktor A.;
Eremeeva, Svetlana V.;
Karlina, Antonina I.

Publication type:

Article

The Orb-Weaving Spider Algorithm for Training of Recurrent Neural Networks.

Published in:

Symmetry (20738994), 2022, v. 14, n. 10, p. N.PAG, doi. 10.3390/sym14102036

By:

Mikhalev, Anton S.;
Tynchenko, Vadim S.;
Nelyub, Vladimir A.;
Lugovaya, Nina M.;
Baranov, Vladimir A.;
Kukartsev, Vladislav V.;
Sergienko, Roman B.;
Kurashkin, Sergei O.

Publication type:

Article

Barabási–Albert-Based Network Growth Model to Sustainable Urban Planning.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 3, p. 1095, doi. 10.3390/su17031095

By:

Abramov, Aleksandr;
Gorik, Uliana;
Velichko, Andrei;
Nelyub, Vladimir;
Samoshkin, Aleksandr;
Gantimurov, Andrei;
Borodulin, Aleksei;
Tynchenko, Vadim S.;
Malashin, Ivan

Publication type:

Article

Assessment of Water Hydrochemical Parameters Using Machine Learning Tools.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 2, p. 497, doi. 10.3390/su17020497

By:

Malashin, Ivan;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Tynchenko, Vadim

Publication type:

Article

Predicting Sustainable Crop Yields: Deep Learning and Explainable AI Tools.

Published in:

Sustainability (2071-1050), 2024, v. 16, n. 21, p. 9437, doi. 10.3390/su16219437

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei;
Tynchenko, Yadviga

Publication type:

Article

Predicting Tilapia Productivity in Geothermal Ponds: A Genetic Algorithm Approach for Sustainable Aquaculture Practices.

Published in:

Sustainability (2071-1050), 2024, v. 16, n. 21, p. 9276, doi. 10.3390/su16219276

By:

Tynchenko, Vadim;
Kukartseva, Oksana;
Tynchenko, Yadviga;
Kukartsev, Vladislav;
Panfilova, Tatyana;
Kravtsov, Kirill;
Wu, Xiaogang;
Malashin, Ivan

Publication type:

Article

Soil Properties Classification in Sustainable Agriculture Using Genetic Algorithm-Optimized and Deep Neural Networks.

Published in:

Sustainability (2071-1050), 2024, v. 16, n. 19, p. 8598, doi. 10.3390/su16198598

By:

Tynchenko, Yadviga;
Tynchenko, Vadim;
Kukartsev, Vladislav;
Panfilova, Tatyana;
Kukartseva, Oksana;
Degtyareva, Ksenia;
Nguyen, Van;
Malashin, Ivan

Publication type:

Article

Flood Susceptibility Assessment in Urban Areas via Deep Neural Network Approach.

Published in:

Sustainability (2071-1050), 2024, v. 16, n. 17, p. 7489, doi. 10.3390/su16177489

By:

Panfilova, Tatyana;
Kukartsev, Vladislav;
Tynchenko, Vadim;
Tynchenko, Yadviga;
Kukartseva, Oksana;
Kleshko, Ilya;
Wu, Xiaogang;
Malashin, Ivan

Publication type:

Article

Landslide Assessment Classification Using Deep Neural Networks Based on Climate and Geospatial Data.

Published in:

Sustainability (2071-1050), 2024, v. 16, n. 16, p. 7063, doi. 10.3390/su16167063

By:

Tynchenko, Yadviga;
Kukartsev, Vladislav;
Tynchenko, Vadim;
Kukartseva, Oksana;
Panfilova, Tatyana;
Gladkov, Alexey;
Nguyen, Van;
Malashin, Ivan

Publication type:

Article

Sustainability of Inclusive Education in Schools and Higher Education: Teachers and Students with Special Educational Needs.

Published in:

Sustainability (2071-1050), 2023, v. 15, n. 4, p. 3011, doi. 10.3390/su15043011

By:

Shutaleva, Anna;
Martyushev, Nikita;
Nikonova, Zhanna;
Savchenko, Irina;
Kukartsev, Vladislav;
Tynchenko, Vadim;
Tynchenko, Yadviga

Publication type:

Article

Biofuel Technologies and Petroleum Industry: Synergy of Sustainable Development for the Eastern Siberian Arctic.

Published in:

Sustainability (2071-1050), 2022, v. 14, n. 20, p. N.PAG, doi. 10.3390/su142013083

By:

Bashmur, Kirill A.;
Kolenchukov, Oleg A.;
Bukhtoyarov, Vladimir V.;
Tynchenko, Vadim S.;
Kurashkin, Sergei O.;
Tsygankova, Elena V.;
Kukartsev, Vladislav V.;
Sergienko, Roman B.

Publication type:

Article

Multi-Criteria Genetic Algorithm for Optimizing Distributed Computing Systems in Neural Network Synthesis.

Published in:

Future Internet, 2025, v. 17, n. 5, p. 215, doi. 10.3390/fi17050215

By:

Tynchenko, Valeriya V.;
Malashin, Ivan;
Kurashkin, Sergei O.;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Optimizing Neural Networks for Chemical Reaction Prediction: Insights from Methylene Blue Reduction Reactions.

Published in:

International Journal of Molecular Sciences, 2024, v. 25, n. 7, p. 3860, doi. 10.3390/ijms25073860

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Predicting defects in SLM-produced parts based on melt pools clustering analysis.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 134, n. 3/4, p. 1169, doi. 10.1007/s00170-024-14134-1

By:

Malashin, Ivan;
Martysyuk, Dmitriy;
Tynchenko, Vadim;
Evsyukov, Dmitriy;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Galinovsky, Andrey

Publication type:

Article

Two-Stage Genetic Algorithm for Optimization Logistics Network for Groupage Delivery.

Published in:

Applied Sciences (2076-3417), 2024, v. 14, n. 24, p. 12005, doi. 10.3390/app142412005

By:

Malashin, Ivan P.;
Tynchenko, Vadim S.;
Masich, Igor S.;
Sukhanov, Denis A.;
Ageev, Daniel A.;
Nelyub, Vladimir A.;
Gantimurov, Andrei P.;
Borodulin, Alexey S.

Publication type:

Article

Fuzzy Neural Network Applications in Biomass Gasification and Pyrolysis for Biofuel Production: A Review.

Published in:

2025

By:

Bukhtoyarov, Vladimir;
Tynchenko, Vadim;
Bashmur, Kirill;
Kolenchukov, Oleg;
Kukartsev, Vladislav;
Malashin, Ivan

Publication type:

Literature Review

Adaptive Management of Multi-Scenario Projects in Cybersecurity: Models and Algorithms for Decision-Making.

Published in:

Big Data & Cognitive Computing, 2024, v. 8, n. 11, p. 150, doi. 10.3390/bdcc8110150

By:

Tynchenko, Vadim;
Lomazov, Alexander;
Lomazov, Vadim;
Evsyukov, Dmitry;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Malashin, Ivan

Publication type:

Article

Application of Natural Language Processing and Genetic Algorithm to Fine-Tune Hyperparameters of Classifiers for Economic Activities Analysis.

Published in:

Big Data & Cognitive Computing, 2024, v. 8, n. 6, p. 68, doi. 10.3390/bdcc8060068

By:

Malashin, Ivan;
Masich, Igor;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei

Publication type:

Article

Recurrent Neural Network (RNN)-Based Approach to Predict Mean Flow Stress in Industrial Rolling.

Published in:

Metals (2075-4701), 2024, v. 14, n. 12, p. 1329, doi. 10.3390/met14121329

By:

Zinyagin, Alexey G.;
Muntin, Alexander V.;
Tynchenko, Vadim S.;
Zhikharev, Pavel I.;
Borisenko, Nikita R.;
Malashin, Ivan

Publication type:

Article

Exploring the Impact of Pre-Mechanical Activation of Nickel Powder on the Structure of Deposited Metal: A Deep Neural Network Perspective.

Published in:

Metals (2075-4701), 2024, v. 14, n. 8, p. 929, doi. 10.3390/met14080929

By:

Malashin, Ivan;
Kobernik, Nikolay;
Pankratov, Alexandr;
Andriyanov, Yuri;
Aleksandrova, Vitalina;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Martysyuk, Dmitry;
Galinovsky, Andrey

Publication type:

Article

Influence of Temperature Regimes of Synthetic Iron Smelting on Casting Production Efficiency.

Published in:

Metals (2075-4701), 2023, v. 13, n. 7, p. 1234, doi. 10.3390/met13071234

By:

Kukartsev, Viktor Alekseevich;
Trunova, Alina Igorevna;
Kukartsev, Vladislav Viktorovich;
Tynchenko, Vadim Sergeevich;
Kurashkin, Sergei Olegovich;
Bashmur, Kirill Aleksandrovich;
Tynchenko, Yadviga Aleksandrovna;
Sergienko, Roman Borisovich;
Tynchenko, Sergei Vasilievich

Publication type:

Article

Increasing the Efficiency of Synthetic Iron Production by the Use of New Kit Lining.

Published in:

Metals (2075-4701), 2023, v. 13, n. 7, p. 1184, doi. 10.3390/met13071184

By:

Kukartsev, Viktor Alekseevich;
Trunova, Alina Igorevna;
Kukartsev, Vladislav Viktorovich;
Tynchenko, Vadim Sergeevich;
Kurashkin, Sergei Olegovich;
Tynchenko, Yadviga Aleksandrovna;
Vivián, Ismael Flores;
Bashmur, Kirill Aleksandrovich

Publication type:

Article

Study of the Influence of the Thermal Capacity of the Lining of Acid Melting Furnaces on Their Efficiency.

Published in:

Metals (2075-4701), 2023, v. 13, n. 2, p. 337, doi. 10.3390/met13020337

By:

Kukartsev, Viktor Alekseevich;
Kukartsev, Vladislav Viktorovich;
Tynchenko, Vadim Sergeevich;
Kurashkin, Sergei Olegovich;
Sergienko, Roman Borisovich;
Tynchenko, Sergei Vasilievich;
Panfilov, Ilya Alexandrovich;
Eremeeva, Svetlana Vitalievna;
Panfilova, Tatyana Aleksandrovna

Publication type:

Article

Study of Melting Methods by Electric Resistance Welding of Rails.

Published in:

Metals (2075-4701), 2022, v. 12, n. 12, p. 2135, doi. 10.3390/met12122135

By:

Rezanov, Viktor A.;
Martyushev, Nikita V.;
Kukartsev, Vladislav V.;
Tynchenko, Vadim S.;
Kukartsev, Viktor A.;
Grinek, Anna V.;
Skeeba, Vadim Y.;
Lyosin, Anatoly V.;
Karlina, Antonina I.

Publication type:

Article

Influence of Moisture in Quartzite on the Lining Properties and Efficiency of Industrial-Frequency Induction Crucible Furnaces.

Published in:

Metals (2075-4701), 2022, v. 12, n. 9, p. 1515, doi. 10.3390/met12091515

By:

Kukartsev, Viktor Alekseevich;
Cherepanov, Aleksandr Ivanovich;
Kukartsev, Vladislav Viktorovich;
Tynchenko, Vadim Sergeevich;
Kurashkin, Sergei Olegovich;
Tynchenko, Valeriya Valerievna;
Sergienko, Roman Borisovich;
Bashmur, Kirill Aleksandrovich;
Boyko, Andrei Anatolevich;
Bukhtoyarov, Vladimir Viktorovich

Publication type:

Article

Increasing the Efficiency of Foundry Production by Changing the Technology of Pretreatment with Quartzite.

Published in:

Metals (2075-4701), 2022, v. 12, n. 8, p. 1266, doi. 10.3390/met12081266

By:

Kukartsev, Viktor Alekseevich;
Cherepanov, Aleksandr Ivanovich;
Kukartsev, Vladislav Viktorovich;
Tynchenko, Vadim Sergeevich;
Kurashkin, Sergei Olegovich;
Sergienko, Roman Borisovich;
Tynchenko, Valeriya Valerievna;
Bashmur, Kirill Aleksandrovich

Publication type:

Article

Investigation of the Solid-Phase Joint of VT-14 Titanium Alloy with 12KH18N10T Stainless Steel Obtained by Diffusion Welding through Intermediate Layers.

Published in:

Metals (2075-4701), 2021, v. 11, n. 8, p. 1325, doi. 10.3390/met11081325

By:

Lavrishchev, Alexander Viktorovich;
Prokopev, Sergei Viktorovich;
Tynchenko, Vadim Sergeevich;
Myrugin, Aleksander Vladimirovich;
Kukartsev, Vladislav Viktorovich;
Bashmur, Kirill Aleksandrovich;
Sergienko, Roman Borisovich;
Tynchenko, Valeriya Valerievna;
Lysyannikov, Aleksey Vasilyevich

Publication type:

Article

Mathematical Modeling of Induction Heating of Waveguide Path Assemblies during Induction Soldering.

Published in:

Metals (2075-4701), 2021, v. 11, n. 5, p. 697, doi. 10.3390/met11050697

By:

Tynchenko, Vadim;
Kurashkin, Sergei;
Tynchenko, Valeriya;
Bukhtoyarov, Vladimir;
Kukartsev, Vladislav;
Sergienko, Roman;
Kukartsev, Viktor;
Bashmur, Kirill;
De Bona, Francesco;
Pereira, António Bastos

Publication type:

Article

Air and space vehicle production: indicators of innovative activity.

Published in:

Economic Annals-XXI / Ekonomìčnij Časopis-XXI, 2021, v. 187, n. 1/2, p. 114, doi. 10.21003/ea.V187-11

By:

Kukartsev, Vladislav;
Stupina, Alena;
Tynchenko, Vadim;
Panfilov, Ilia;
Korpacheva, Larisa

Publication type:

Article

Improvement of the Methodology for Determining Reliability Indicators of Oil and Gas Equipment.

Published in:

International Review on Modelling & Simulations, 2018, v. 11, n. 1, p. 37, doi. 10.15866/iremos.v11i1.13994

By:

Bukhtoyarov, Vladimir V.;
Tynchenko, Vadim S.;
Petrovskiy, Eduard A.;
Tynchenko, Valeriya V.;
Zhukov, Vadim G.

Publication type:

Article

Ensuring Safe and Reliable Cleaning of Asphaltene Deposits Inside Tanks at Fuel-Oriented Petroleum Refineries.

Published in:

International Review on Modelling & Simulations, 2017, v. 10, n. 6, p. 423, doi. 10.15866/iremos.v10i6.13879

By:

Bukhtoyarov, Vladimir V.;
Ananyev, Kirill M.;
Tynchenko, Vadim S.;
Petrovskiy, Eduard A.;
Buryukin, Fedor A.

Publication type:

Article

Intelligently Informed Control Over the Process Variables of Oil and Gas Equipment Maintenance.

Published in:

International Review of Automatic Control, 2019, v. 12, n. 2, p. 59, doi. 10.15866/ireaco.v12i2.16790

By:

Bukhtoyarov, Vladimir Viktorovich;
Milov, Anton Vladimirovich;
Tynchenko, Vadim Sergeevich;
Petrovskiy, Eduard Arkadievich;
Tynchenko, Sergey Vasilyevich

Publication type:

Article

Intellectualizing the Process of Waveguide Tracks Induction Soldering for Spacecrafts.

Published in:

International Review of Aerospace Engineering, 2019, v. 12, n. 6, p. 280

By:

Tynchenko, Vadim S.;
Milov, Anton V.;
Tynchenko, Valeriya V.;
Bukhtoyarov, Vladimir V.;
Kukartsev, Vladislav V.

Publication type:

Article

Mathematical Models for the Design of GRID Systems to Solve Resource-Intensive Problems.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 2, p. 276, doi. 10.3390/math12020276

By:

Tynchenko, Valeriya V.;
Tynchenko, Vadim S.;
Nelyub, Vladimir A.;
Bukhtoyarov, Vladimir V.;
Borodulin, Aleksey S.;
Kurashkin, Sergei O.;
Gantimurov, Andrei P.;
Kukartsev, Vladislav V.

Publication type:

Article

Forecasting Dendrolimus sibiricus Outbreaks: Data Analysis and Genetic Programming-Based Predictive Modeling.

Published in:

Forests (19994907), 2024, v. 15, n. 5, p. 800, doi. 10.3390/f15050800

By:

Malashin, Ivan;
Masich, Igor;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Shkaberina, Guzel;
Rezova, Natalya

Publication type:

Article

Machine Learning in Polymeric Technical Textiles: A Review.

Published in:

Polymers (20734360), 2025, v. 17, n. 9, p. 1172, doi. 10.3390/polym17091172

By:

Malashin, Ivan;
Martysyuk, Dmitry;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei;
Galinovsky, Andrey

Publication type:

Article

Physics-Informed Neural Networks in Polymers: A Review.

Published in:

Polymers (20734360), 2025, v. 17, n. 8, p. 1108, doi. 10.3390/polym17081108

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Boosting-Based Machine Learning Applications in Polymer Science: A Review.

Published in:

2025

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Literature Review

Support Vector Machines in Polymer Science: A Review.

Published in:

2025

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Literature Review

Machine Learning-Based Process Optimization in Biopolymer Manufacturing: A Review.

Published in:

Polymers (20734360), 2024, v. 16, n. 23, p. 3368, doi. 10.3390/polym16233368

By:

Malashin, Ivan;
Martysyuk, Dmitriy;
Tynchenko, Vadim;
Gantimurov, Andrei;
Semikolenov, Andrey;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Machine Learning in 3D and 4D Printing of Polymer Composites: A Review.

Published in:

Polymers (20734360), 2024, v. 16, n. 22, p. 3125, doi. 10.3390/polym16223125

By:

Malashin, Ivan;
Masich, Igor;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei;
Martysyuk, Dmitry;
Galinovsky, Andrey

Publication type:

Article

Applications of Long Short-Term Memory (LSTM) Networks in Polymeric Sciences: A Review.

Published in:

Polymers (20734360), 2024, v. 16, n. 18, p. 2607, doi. 10.3390/polym16182607

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

A Multi-Objective Optimization of Neural Networks for Predicting the Physical Properties of Textile Polymer Composite Materials.

Published in:

Polymers (20734360), 2024, v. 16, n. 12, p. 1752, doi. 10.3390/polym16121752

By:

Malashin, Ivan;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Predicting Diffusion Coefficients in Nafion Membranes during the Soaking Process Using a Machine Learning Approach.

Published in:

Polymers (20734360), 2024, v. 16, n. 9, p. 1204, doi. 10.3390/polym16091204

By:

Malashin, Ivan;
Daibagya, Daniil;
Tynchenko, Vadim;
Gantimurov, Andrei;
Nelyub, Vladimir;
Borodulin, Aleksei

Publication type:

Article

Mechanical Testing of Selective-Laser-Sintered Polyamide PA2200 Details: Analysis of Tensile Properties via Finite Element Method and Machine Learning Approaches.

Published in:

Polymers (20734360), 2024, v. 16, n. 6, p. 737, doi. 10.3390/polym16060737

By:

Malashin, Ivan;
Martysyuk, Dmitriy;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Galinovsky, Andrey

Publication type:

Article