Author

Ivan Pavlovich Malashin

Observed names: I.P. Malashin, Ivan Malashin, Ivan P. Malashin, Malashin, Ivan, Malashin, Ivan P., И.П. Малашин

Institution: Bauman Moscow State Technical University

Observed institution: Bauman Moscow State Technical University

ORCID: 0009-0008-8986-402X

Observed ORCID: 0009-0008-8986-402X

OpenAlex ID: A5093610652

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

2024 · Ivan Malashin, Vadim Tynchenko, et al. · Polymers · 195

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

2025 · Ivan Malashin, Vadim Tynchenko, et al. · Polymers · 85

Predicting Sustainable Crop Yields: Deep Learning and Explainable AI Tools

2024 · Ivan Malashin, Vadim Tynchenko, et al. · Sustainability · 83

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

2023 · Ivan Pavlovich Malashin, Vadim Sergeevich Tynchenko, et al. · Polymers · 83

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

2024 · Ivan Malashin, Dmitriy Martysyuk, et al. · Polymers · 74

Support Vector Machines in Polymer Science: A Review

2025 · Ivan Malashin, Vadim Tynchenko, et al. · Polymers · 73

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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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Physics-Informed Neural Networks in Polymers: A Review

2025 · Ivan Malashin, Vadim Tynchenko, et al. · Polymers · 59

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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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Flood Susceptibility Assessment in Urban Areas via Deep Neural Network Approach

2024 · Tatyana Panfilova, Vladislav Kukartsev, et al. · Sustainability · 46

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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 · 41

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

2024 · Ivan Malashin, Vadim Tynchenko, et al. · Polymers · 35

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

2024 · Yadviga Tynchenko, Vladislav Kukartsev, et al. · Sustainability · 33

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Machine Learning in Polymeric Technical Textiles: A Review

2025 · Ivan Malashin, Dmitry Martysyuk, et al. · Polymers · 30

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

2024 · Ivan Malashin, Igor Masich, et al. · Machine Learning and Knowledge Extraction · 24

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

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

2024 · Vladimir Bukhtoyarov, Vadim Tynchenko, et al. · Energies · 14

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

2024 · Vadim Tynchenko, Oksana Kukartseva, et al. · Sustainability · 14

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

2024 · Yadviga Tynchenko, Vadim Tynchenko, et al. · Sustainability · 14

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

2024 · Ivan Malashin, Dmitry Martysyuk, et al. · Sensors · 13

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

2024 · Ivan P. Malashin, Daniil Daibagya, et al. · Scientific Reports · 11

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Works count: 95

Citation count: 1,308

H-index: 18

I10-index: 27