Публикации автора: Kenzhebek, Y. — КазНУ

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8

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4

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2

2026 (2)

Performance and stability of physics-informed Kolmogorov-Arnold networks for two-phase transport in porous media: A comparative study with physics-informed neural networks Article · Scopus · DOI
Efficiency of Parallel Machine Learning Algorithms on Multiprocessor and GPU Architectures Conference Paper · Scopus · DOI

2025 (2)

Coupled pressure and saturation prediction for two-phase flow in porous media using physics-informed neural networks (PINNs) Article · Scopus · DOI
A Systematic Analysis of Physics-Informed Neural Networks for Two-Phase Flow with Capillarity: The Muskat–Leverett Problem Article · Scopus · DOI

2024 (2)

Enhancing Oil Recovery Predictions by Leveraging Polymer Flooding Simulations and Machine Learning Models on a Large-Scale Synthetic Dataset Article · Scopus · DOI · ЦУР
On the Effectiveness of Kolmogorov - Arnold Networks for Enhanced Oil Recovery Prediction in Polymer Flooding Conference Paper · Scopus · DOI · ЦУР

2022 (2)

Using machine learning algorithms to solve polymer flooding problem Conference Paper · Scopus · DOI · ЦУР
IMPLEMENTATION OF REGRESSION ALGORITHMS FOR OIL RECOVERY PREDICTION Article · Scopus · DOI

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