Works by Gantimurov, Andrei

Results: 29

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

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

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

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

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

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

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

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

Estimation and Prediction of the Polymers' Physical Characteristics Using the Machine Learning Models.

Published in:

Polymers (20734360), 2024, v. 16, n. 1, p. 115, doi. 10.3390/polym16010115

By:

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

Publication type:

Article

Modeling Temperature-Dependent Photoluminescence Dynamics of Colloidal CdS Quantum Dots Using Long Short-Term Memory (LSTM) Networks.

Published in:

Materials (1996-1944), 2024, v. 17, n. 20, p. 5056, doi. 10.3390/ma17205056

By:

Malashin, Ivan;
Daibagya, Daniil;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Selyukov, Alexandr;
Ambrozevich, Sergey;
Smirnov, Mikhail;
Ovchinnikov, Oleg

Publication type:

Article

Controlled Porosity of Selective Laser Melting-Produced Thermal Pipes: Experimental Analysis and Machine Learning Approach for Pore Recognition on Pipes Surfaces.

Published in:

Sensors (14248220), 2024, v. 24, n. 15, p. 4959, doi. 10.3390/s24154959

By:

Malashin, Ivan;
Martysyuk, Dmitry;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Nisan, Anton;
Novozhilov, Nikolay;
Zelentsov, Viatcheslav;
Filimonov, Aleksey;
Galinovsky, Andrey

Publication type:

Article

Assessment of Anisotropic Acoustic Properties in Additively Manufactured Materials: Experimental, Computational, and Deep Learning Approaches.

Published in:

Sensors (14248220), 2024, v. 24, n. 14, p. 4488, doi. 10.3390/s24144488

By:

Malashin, Ivan;
Tynchenko, Vadim;
Martysyuk, Dmitry;
Shchipakov, Nikita;
Krysko, Nikolay;
Degtyarev, Maxim;
Nelyub, Vladimir;
Gantimurov, Andrei;
Borodulin, Aleksei;
Galinovsky, Andrey

Publication type:

Article

Deep Learning Approach for Pitting Corrosion Detection in Gas Pipelines.

Published in:

Sensors (14248220), 2024, v. 24, n. 11, p. 3563, doi. 10.3390/s24113563

By:

Malashin, Ivan;
Tynchenko, Vadim;
Nelyub, Vladimir;
Borodulin, Aleksei;
Gantimurov, Andrei;
Krysko, Nikolay V.;
Shchipakov, Nikita A.;
Kozlov, Denis M.;
Kusyy, Andrey G.;
Martysyuk, Dmitry;
Galinovsky, Andrey

Publication type:

Article