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Maxim S. Truhachev

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Review Open access Aug 2026

Machine learning for reservoir potential assessment: a critical review of established and promising methods

Relevance. The oil and gas industry remains strategically important to the global economy, and the efficiency of field development is directly determined by the accuracy of reservoir potential assessment and geological system behavior prediction. However, reliable quantitative assessment of reservoir productivity is ha...

S. A. Piskunov, Maxim S. Truhachev, V. Rukavishnikov et al. · 0 citations

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