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Conference Oct 2026

Geological Concept-Driven Intervention in Machine Learning for Foraminiferal Reservoir Property Modeling

Machine learning has increasingly been applied in geomodelling to extract spatial relationships from well and seismic data and to support reservoir characterization. This study evaluates a geology-guided machine-learning approach for porosity modeling in the DA Field, a foraminiferal carbonate gas reservoir in the Ma...

R. Fakhri, Okky Yuditya Pahlevi, Michael Joel Baris et al. · 0 citations
Sep 2026

Overcoming Heterogeneity Challenges in Globigerina Limestone Using Pre-Stack Seismic Inversion: A Pre-Drill Strategy from the Madura Strait, North East Java Basin

The DK Field is a key future gas producer supporting regional energy security in Java Island, Indonesia. Located in the Madura Strait, North East Java Basin, it contains the Pliocene Globigerina Limestone as the primary reservoir. Its heterogeneity, comprising eight rock types with complex lateral and vertical variat...

Viska Ginanjar, I. Sumantri, E. P. Putra et al. · 0 citations

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