Reservoir Property Prediction in the North Sea Using Machine Learning. - Abdulrahman Al-Fakih; Sanlinn I. Kaka; Ardiansyah Koeshidayatullah (IEEE Access, 2023)

Enhanced anomaly detection in well log data through the application of ensemble GANs. - Abdulrahman Al-Fakih; Ardiansyah Koeshidayatullah; Tapan Mukerji; Sanlinn I. Kaka (CoRR, 2024)

Well log data generation and imputation using sequence-based generative adversarial networks. - Abdulrahman Al-Fakih; Ardiansyah Koeshidayatullah; Tapan Mukerji; Sadam Al-Azani; Sanlinn I. Kaka (CoRR, 2024)

Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection. - Ardiansyah Koeshidayatullah; Abdulrahman Al-Fakih; Sanlinn I. Kaka (CoRR, 2024)

Pix2Geomodel: A Next-Generation Reservoir Geomodeling with Property-to-Property Translation. - Abdulrahman Al-Fakih; Ardiansyah Koeshidayatullah; Nabil A. Saraih; Tapan Mukerji; Rayan Kanfar; Abdulmohsen Alali; Sanlinn I. Kaka (CoRR, 2025)