Publications | Indonesian Petroleum Association

Depositional Facies Identification in Wireline Log Patterns Using 1D Convolutional Neural Network (CNN) Deep Learning Algorithms

Year: 2024 Authors: Revanzha, A., D., Prabowo, G., G., Ramdani, M., F., Sianturi, B., M., Momongan, N., A. Reference: IPA24-SG-274

Keywords: Subsurface facies, Convolutional Neural Network (CNN), depositional environments, gamma ray (GR) log, wellbore cores,

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Proceedings Title : Proc. Indon. Petrol. Assoc., 48th Ann. Conv., 2024

Geologists usually use wellbore cores to identify subsurface facies. Since not all wells have wellbore cores, wireline logs are also commonly used to...

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Depositional Facies Identification in Wireline Log Patterns Using 1D Convolutional Neural Network (CNN) Deep Learning Algorithms