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Dmytro Tymoshchuk

Loading Frequency Classification in Shape Memory Alloys: A Machine Learning Approach
2024 · Dmytro Tymoshchuk, Oleh Yasniy, et al. · Computers · 25
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Modelling Cyber Threats and Evaluating the Performance of Intrusion Detection Systems
2024 · Vitaliy Tymoshchuk, Vladyslav Pakhoda, et al. · ГРААЛЬ НАУКИ · 23
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Machine Learning Approaches for Classification of Composite Materials
2025 · Dmytro Tymoshchuk, Iryna Didych, et al. · Modelling—International Open Access Journal of Modelling in Engineering Science · 20
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Interactive Cybersecurity Training System Based on Simulation Environments
2024 · Dmytro TYMOSHCHUK, Vasyl YATSKIV, et al. · Measuring and computing devices in technological processes · 16
Methods of jump-like creep modeling of AMg6 aluminum alloy
2023 · Oleh Yasniy, Iaroslav Pasternak, et al. · Procedia Structural Integrity · 15
Using Hypervisors to Create a Cyber Polygon
2024 · Dmytro TYMOSHCHUK, Vasyl YATSKIV · Measuring and computing devices in technological processes · 14
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Modelling the properties of shape memory alloys using machine learning methods
2025 · Oleh Yasniy, Dmytro Tymoshchuk, et al. · Procedia Structural Integrity · 8
Modeling of shape memory alloys hysteresis behavior considering the loading cycle frequency
2025 · Oleh Yasniy, Dmytro Tymoshchuk, et al. · Procedia Structural Integrity · 8
Artificial intelligence as applied to classifying epoxy composites for aircraft
2025 · Oleh Yasniy, Pavlo Maruschak, et al. · Aviation · 7
Prediction of structural elements lifetime of titanium alloy using neural network
2025 · Oleh Yasniy, Iryna Didych, et al. · Procedia Structural Integrity · 7
Soil quality classification from chemical composition using machine learning methods with SHAP-based explanation
2026 · Halyna Humeniuk, Dmytro Tymoshchuk, et al. · Environmental Challenges · 6
Slowloris Ddos Detection and Prevention in Real-time
2024 · Dmytro Tymoshchuk, Vasyl Yatskiv · THEORETICAL AND EMPIRICAL SCIENTIFIC RESEARCH: CONCEPT AND TRENDS VOLUME1 · 6
Comparison of feature extraction tools for network traffic data
2025 · Lypa, Borys, Horyn, Ivan, et al. · arXiv (Cornell University) · 5
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Prediction of SMA Hysteresis Behavior: A Deep Learning Approach with Explainable AI
2026 · Dmytro Tymoshchuk, Oleh Yasniy, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 3
Recurrent Neural Networks with Integrated Gradients Explanation for Predicting the Hysteresis Behavior of Shape Memory Alloys
2025 · Dmytro Tymoshchuk, Oleh Yasniy, et al. · Sensors · 3
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Modelling of automotive steel fatigue lifetime by machine learning method
2025 · Yasniy, Oleh, Tymoshchuk, Dmytro, et al. · arXiv (Cornell University) · 2
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Failure criterion for thread-like fibers in a thermoelastic medium
2025 · Oleh Yasniy, Andrii Korniichuk, et al. · Procedia Structural Integrity · 2
Prediction of SMA hysteresis behavior by ensemble stacking machine learning model with SHAP-based explanation
2026 · Dmytro Tymoshchuk, Oleh Yasniy, et al. · Progress in Engineering Science · 1
Modeling the Hysteresis Behavior of SMA by an Ensemble Voting Machine Learning Model
2026 · Dmytro Tymoshchuk, Oleh Yasniy, et al. · Procedia Structural Integrity · 1
Modelling of Hysteresis Behaviour of Nickel-titanium Shape Memory Alloy Using Artificial Neural Network
2025 · Dmytro TYMOSHCHUK, Oleg YASNIY · Measuring and computing devices in technological processes · 1
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Automated monitoring of bee colony movement in the hive during winter season
2025 · Koroliuk, Rostyslav, Nykytyuk, Vyacheslav, et al. · arXiv (Cornell University) · 1
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Supplementary Materials for "Explainable AI for Lower-Grade Glioma and Glioblastoma Classification: Model Comparison and Feature Selection"
2026 · Tymoshchuk, Dmytro · Zenodo (CERN European Organization for Nuclear Research)
Supplementary Data for "Text Sentiment Classification Models: Predictive Performance, Calibration, and LIME Explanations"
2026 · Tymoshchuk, Dmytro · Zenodo (CERN European Organization for Nuclear Research)
A Modeling-Based Predictive Regenerative Braking Strategy for a Parallel P2 Hybrid Electric Vehicle
2026 · Dmytro Mironov, Oleg Lyashuk, et al. · Modelling—International Open Access Journal of Modelling in Engineering Science
Comparative analysis of the accuracy of neural network and analytical methods in modelling fatigue fracture of titanium alloy
2026 · Iryna Didych, Oleh Yasniy, et al. · Integritet i vek konstrukcija
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Works count: 44
Citation count: 174
H-index: 8
I10-index: 6
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