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Author

Assylkhan Aitimbetov

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Open access Sep 2026

A General Regression Neural Network Model for Predicting Shale Oil Content Using a Global Dataset of Diverse Oil Shale Deposits

Conventional methods for determining shale oil content are costly and time-consuming when large numbers of samples must be analyzed. This study developed and evaluated a general regression neural network (GRNN) to predict shale oil content using a compiled global dataset comprising 94 oil-shale observations. Following...

S. Sabanov, A. Shafiei, Assylkhan Aitimbetov · 0 citations

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