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Dmitry Martysyuk

Observed names: D. A. Martysyuk, D.A. Martysyuk, Dmitriy Martysyuk, Dmitry A. Martysyuk, Dmitry Aleksandrovich Martysyuk, Martysyuk, Dmitry
ORCID: 0000-0002-1563-4036
Observed ORCID: 0000-0002-1563-4036
OpenAlex ID: A5113237980
Machine Learning-Based Process Optimization in Biopolymer Manufacturing: A Review
2024 · Ivan Malashin, Dmitriy Martysyuk, et al. · Polymers · 75
Machine Learning in 3D and 4D Printing of Polymer Composites: A Review
2024 · Ivan Malashin, Igor Masich, et al. · Polymers · 60
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Data-Driven Optimization of Discontinuous and Continuous Fiber Composite Processes Using Machine Learning: A Review
2025 · Ivan Malashin, Dmitry Martysyuk, et al. · Polymers · 48
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Deep Learning Approach for Pitting Corrosion Detection in Gas Pipelines
2024 · Ivan Malashin, Vadim Tynchenko, et al. · Sensors · 45
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Deep learning for property prediction of natural fiber polymer composites
2025 · Ivan P. Malashin, Dmitry Martysyuk, et al. · Scientific Reports · 42
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Machine Learning in Polymeric Technical Textiles: A Review
2025 · Ivan Malashin, Dmitry Martysyuk, et al. · Polymers · 31
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A review of applications of machine learning in quantum dots research
2026 · Ivan Malashin, Dmitry Martysyuk, et al. · Discover Nano · 19
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Integrating Machine Learning and Multi-Objective Optimization in Biofuel Systems: A Review
2025 · Ivan P. Malashin, Dmitry A. Martysyuk, et al. · IEEE Access · 18
Mechanical Testing of Selective-Laser-Sintered Polyamide PA2200 Details: Analysis of Tensile Properties via Finite Element Method and Machine Learning Approaches
2024 · Ivan Malashin, Dmitriy Martysyuk, et al. · Polymers · 16
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A review of physics-informed and data-driven approaches for manufacturing process optimization in polymer matrix composites
2025 · Ivan P. Malashin, Dmitry Martysyuk, et al. · Advanced Manufacturing Polymer & Composites Science · 15
Powder particle classification with scanning electron microscopy images using machine learning techniques
2025 · Ivan Malashin, Dmitriy Martysyuk · Expert Systems with Applications · 10
Multi-objective optimisation in biofuel and bioenergy systems: a comprehensive review
2026 · Ivan P. Malashin, Dmitry Martysyuk, et al. · International Journal of Sustainable Engineering · 7
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Controlled Porosity of Selective Laser Melting-Produced Thermal Pipes: Experimental Analysis and Machine Learning Approach for Pore Recognition on Pipes Surfaces
2024 · Ivan Malashin, Dmitry Martysyuk, et al. · Sensors · 7
Effect of the Initial Electric Current Distribution on the Metal Dissolution Rate at the Plasma Electrolytic Polishing of a Product
2023 · A. S. Smirnov, D. A. Martysyuk, et al. · Russian Metallurgy (Metally) · 7
Open UAV Systems for environmental and infrastructure monitoring of mountainous regions: hardware configuration selection for detection tasks
2025 · Yadviga Tynchenko, Sergei Kurashkin, et al. · Sustainable Development of Mountain Territories · 5
Granulometric Analysis of Powder Materials Used for Producing Samples by Method of Selective Laser Melting
2022 · A. L. Galinovsky, I. N. Kravchenko, et al. · Metallurgist · 5
Development of a Method of Discrete Abrasive Ultrajet Liquid Testing of Materials
2021 · A. L. Galinovskiy, I. N. Kravchenko, et al. · Journal of Machinery Manufacture and Reliability · 5
Multi-objective optimization of a regional biogas supply chain using organic waste
2026 · Ivan P. Malashin, Dmitry Martysyuk, et al. · Scientific Reports · 4
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Predicting defects in SLM-produced parts based on melt pools clustering analysis
2024 · Ivan Malashin, Dmitriy Martysyuk, et al. · The International Journal of Advanced Manufacturing Technology · 4
Reducing Additive Product Surface Roughness by Electrochemical Processing Methods
2022 · A.S. Smirnov, A.L. Galinovsky, et al. · Proceedings of Higher Educational Institutions Маchine Building · 4
A review of multimodal surrogate machine learning models for real-time control and defect mitigation in automated composite manufacturing
2026 · Ivan P. Malashin, Dmitry Martysyuk, et al. · Discover Applied Sciences · 2
SciGraph-LLM: Automatic Knowledge Graph Construction from Scientific Papers
2026 · Ivan P. Malashin, Igor S. Masich, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 2
Automated induction brazing control system based on optimal trajectory planning
2026 · Vadim Tynchenko, Sergei Kurashkin, et al. · The International Journal of Advanced Manufacturing Technology · 2
Transient thermal analysis and multi-objective optimization of electron beam welding for thin-walled aerospace components
2025 · Vadim Tynchenko, Alexander Murygin, et al. · Welding in the World · 2
Developing a Method of Estimating the Efficiency of Cutting with Abrasive Cutoff Wheels
2024 · A. L. Galinovskii, D. A. Martysyuk, et al. · Polymer Science Series D · 2
Works count: 54
Citation count: 452
H-index: 10
I10-index: 11
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