Author

Tetiana Samotii

Observed name: T. S. Samotiy

Institution: Lviv Polytechnic National University

Observed institutions: Ukrainian National Forestry University, Lviv Polytechnic National University

ORCID: 0000-0002-1317-8786

Observed ORCID: 0000-0002-1317-8786

OpenAlex ID: A5078459343

Fractional-Order Modeling of Heat and Moisture Transfer in Anisotropic Materials Using a Physics-Informed Neural Network

2024 · Yaroslav Sokolovskyy, Kazimierz Drozd, et al. · Materials · 18

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Software and Algorithmic Support for Finite Element Analysis of Spatial Heat-and-Moisture Transfer in Anisotropic Capillary-Porous Materials

2020 · Yaroslav Sokolovskyy, Andriy Nechepurenko, et al. · IEEE International Conference on Data Stream Mining & Processing (DSMP) · 9

Physics-Informed Neural Network for Modeling the Process of Heat-and-Mass Transfer Based on the Apparatus of Fractional Derivatives

2023 · Yaroslav Sokolovskyy, Tetiana Samotii, et al. · International Conference on Experience of Designing and Applications of CAD Systems in Microelectronics · 3

Adaptive Fractional Neural Algorithm for Modeling Heat-and-mass Transfer

2024 · Yaroslav Sokolovskyy, Tetiana Samotii · Computer Design Systems Theory and Practice · 2

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Neural Network for Modeling the Process of Moisture Transfer in Materials with Fractal Structure

2024 · Yaroslav Sokolovskyy, Tetiana Samotii, et al. · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 1

Construction of Asynchronous Cell-Automatic Model for Research the Thermal Mass Transfer Process

2021 · Yaroslav Sokolovskyy, Oleksiy Sinkevych, et al. · International Conference on Perspective Technologies and Methods in MEMS Design · 1

Software and Algorithmic Aspects of Automating Finite-element Discretization

2021 · Yaroslav Sokolovskyy, Andriy Nechepurenko, et al. · International Conference on Experience of Designing and Applications of CAD Systems in Microelectronics · 1

Development of a physically informed neural network with an enhanced loss function for MRI signal modelling based on a system of fractional Bloch equations

2026 · Yaroslav Sokolovskyy, Maksym Protsyk, et al. · Eastern-European Journal of Enterprise Technologies

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Analysis of Cryptocurrency Time Series and Forecasting of Volatility Changes Using LSTM Neural Networks and Multifractal Analysis Methods

2026 · Yaroslav Sokolovskyy, Marian Opryshko, et al. · Applied Sciences

Application of an Adaptive Neural Network for the Identification of Fractional Parameters of Heat and Moisture Transfer Processes in Fractal Media

2025 · Yaroslav Sokolovskyy, Tetiana Samotii · Computer Design Systems Theory and Practice

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Нейромережевий метод дослідження теплообміну у середовищах з фрактальною структурою

2024 · T. S. Samotiy, Ya. I. Sokolovskyi · Forestry Education and Science Current Challenges and Development Prospects

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Neural Network Modeling of the Process Moisture Transfer on the Basis of Derivatives Fractional Order

2023 · Yaroslav Sokolovskyy, Tetiana Samotii · Computer Design Systems Theory and Practice

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Works count: 12

Citation count: 35

H-index: 3

I10-index: 1