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SanLinn I Kaka

Associate Professor / Head, CPG Student Affairs Office

King Fahd University of Petroleum and Minerals

Saudi Arabia

Research Interests

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Articles (9)

Year:

2026

Year:

2026

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Collaborators (4)

Tapan Mukerji

Stanford University

UNITED STATES

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ABDULLATIF AL-SHUHAIL

King Fahd University of Petroleum and Minerals

SAUDI ARABIA

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Chen Gu

Associate Professor

Tsinghua University

CHINA

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Ardiansyah I. Koeshidayatullah

SAUDI ARABIA

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SanLinn I Kaka

Research Interests

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Articles (9)

Machine learning-driven acoustic impedance inversion with globally optimized reservoir characterization for reserve estimation in carbonate reservoirs

Pix2Geomodel: A next-generation reservoir geomodeling with property-to-property translation

Acoustic impedance prediction based on extended seismic attributes using multilayer perceptron, random forest, and extra tree regressor algorithms

Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion

Enhanced First-Break Picking Using Hybrid Convolutional Neural Network and Recurrent Neural Networks

Reservoir Property Prediction in the North Sea Using Machine Learning

Robust Bayesian moment tensor inversion with optimal transport misfits: layered medium approximations to the 3-D SEG-EAGE overthrust velocity model

Analysis of Microseismic Events to Understand the Fracture Growth During Hydraulic Fracturing: A Case Study of a Shale Gas Reservoir

Automated Hyperparameter Optimization of Convolutional Neural Network (CNN) for First-Break (FB) Arrival Picking

Collaborators (4)

Tapan Mukerji

ABDULLATIF AL-SHUHAIL

Chen Gu

Ardiansyah I. Koeshidayatullah

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