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Application of machine learning for permeability prediction in heterogeneous carbonate reservoirs

Accurate prediction of reservoir permeability based on geostatistical modeling and history matching is often limited by spatial resolution and computational efficiency. To address this limitation, we developed a novel supervised machine learning (ML) approach employing feedforward neural networks (F...

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Váldodahkkit: Osama Massarweh, Abdul Salam Abd, Jens Schneider, Ahmad S. Abushaikha
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: KeAi Communications Co. Ltd. 2026-03-01
Ráidu:Artificial Intelligence in Geosciences
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Liŋkkat:http://www.sciencedirect.com/science/article/pii/S2666544125000796
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