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Grigorii Shymchuk

Observed names: Hryhorii Shymchuk, Shymchuk, G., Shymchuk, Grigorii, Г. В. Шимчук, Г.В. Шимчук
ORCID: 0000-0003-2362-7386
Observed ORCID: 0000-0003-2362-7386
OpenAlex ID: A5086358203
Mathematical model of gas consumption process in the form of cyclic random process
2021 · Iaroslav Lytvynenko, Serhii Lupenko, et al. · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 20
Multicomponent Model of the Heart Rate Variability Change-point
2019 · Yuriy Leshchyshyn, Leonid Scherbak, et al. · International Conference on Perspective Technologies and Methods in MEMS Design · 17
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Information Technology for Estimating City Gas Consumption During the Year
2022 · Valerii Kozlovskyi, Yuriy Balanyuk, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST) · 16
Method of Gas Consumption Change-point Detection Based on Seasonally Multicomponent Model
2020 · Oleg Nazarevych, Yuriy Leshchyshyn, et al. · International Conference on Advanced Computer Information Technologies (ACIT) · 11
Additive mathematical model of gas consumption process
2021 · Iaroslav Lytvynenko, Serhii Lupenko, et al. · Scientific journal of the Ternopil national technical university · 6
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Information System for Visual Analyzer Disease Diagnostics.
2019 · Ihor Bodnarchuk, Nataliia Kunanets, et al. · IDDM · 2
The Methods of Change Point Detection and Statistical Estimating of Dynamic of the Noise Stochastic Signals Characteristics
2016 · Yury Leschyshyn, Oleg Nazarevych, et al. · ELARTU (Ternopil National Technical University) · 2
Gas Consumption Forecasting Using Machine Learning Methods and Taking Into Account Climatic Indicators
2023 · Grigorii Shymchuk, Iaroslav Lytvynenko, et al. · International Workshop on Computer Information Technologies in Industry 4.0 (CITI) · 1
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Explainable Artificial Intelligence for Three-Hour-Ahead Natural Gas Consumption Forecasting with Uncertainty Quantification
2026 · Dmytro Tymoshchuk, Grigorii Shymchuk, et al. · Applied Sciences
Прогнозування газоспоживання на основі методів машинного навчання: MLP, дерева рішень та градієнтного бустингу
2026 · Г.В. Шимчук, Я.В. Литвиненко · ВІСНИК СХІДНОУКРАЇНСЬКОГО НАЦІОНАЛЬНОГО УНІВЕРСИТЕТУ імені Володимира Даля
Розробка та порівняльний аналіз моделей прогнозування газоспоживання на основі багатошарового персептрона з різними наборами вхідних ознак
2026 · Я. В. Литвиненко, Г. В. Шимчук · COMPUTER-INTEGRATED TECHNOLOGIES EDUCATION SCIENCE PRODUCTION
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Using Python for Openmp and Mpi as Main Programming Tools for Multiprocessor Systems and Cloud Computing
2026 · Grigorii Shymchuk, Rostyslav Harmatiuk, et al. · Наука і техніка сьогодні
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Comparative analysis of mathematical models and estimation of errors in computer modeling of the gas consumption proceserrors in computer modeling of the gas consumption process
2026 · Grigorii Shymchuk, Iaroslav Lytvynenko · Scientific journal of the Ternopil national technical university
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Fatigue crack growth prediction of automotive steels using ensemble-based machine learning methods
2026 · Oleh Yasniy, Iryna Didych, et al. · Procedia Structural Integrity
Information system for the power supply of a smart apartment
2025 · Кібіткін, Д., Шимчук, Г., et al. · ELARTU (Ternopil National Technical University)
Comparative analysis of cyclic random process and arima/sarima in gas consumption models
2025 · Шимчук, Г., Литвиненко, Ярослав Володимирович, et al. · ELARTU (Ternopil National Technical University)
The Method of Computer Modeling of Heart Rhythm Based on the Vector of Stationary and Stationary-Related Random Sequences
2023 · Petro Onyskiv, Iaroslav Lytvynenko, et al. · International Workshop on Computer Information Technologies in Industry 4.0 (CITI)
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Works count: 18
Citation count: 75
H-index: 5
I10-index: 4
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