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Proceedings Papers

Log CCS vs App CCS

D. C. Etaje, R. Hulog, A. Trivadi, A. Le, R. Shor
Paper presented at the International Geomechanics Symposium, November 7–10, 2022
Paper Number: ARMA-IGS-2022-191
https://doi.org/10.56952/IGS-2022-191
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Proceedings Papers

Drilling Data-Based Approach for Pressure Gradient Estimation Using Random Forest

Ahmed Abdelaal, Salaheldin Elkatatny, Abdulazeez Abdulraheem
Paper presented at the International Geomechanics Symposium, November 7–10, 2022
Paper Number: ARMA-IGS-2022-164
https://doi.org/10.56952/IGS-2022-164
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View Paper titled, Drilling Data-Based Approach for Pressure Gradient Estimation Using Random Forest
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Proceedings Papers

In-situ stresses prediction by using a CNN-BiLSTM-Attention hybrid neural network

Tianshou Ma, Guofu Xiang
Paper presented at the ARMA/DGS/SEG International Geomechanics Symposium, November 1–4, 2021
Paper Number: ARMA-IGS-21-021
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View Paper titled, In-situ stresses prediction by using a CNN-BiLSTM-Attention hybrid neural network
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Proceedings Papers

Gas Injection Optimization Under Uncertainty in Subsurface Reservoirs: An Integrated Machine Learning-Assisted Workflow

X. He, T. Qiao, R. Santoso, H. Hoteit, M. M. AlSinan, H. T. Kwak
Paper presented at the ARMA/DGS/SEG International Geomechanics Symposium, November 1–4, 2021
Paper Number: ARMA-IGS-21-009
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View Paper titled, Gas Injection Optimization Under Uncertainty in Subsurface Reservoirs: An Integrated Machine Learning-Assisted Workflow
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Proceedings Papers

Development of 3D-Geomechanical Model for Buzurgan Oil Field Using Actual and ANN-developed Synthetic Logs

A. Q. Jubair, F. A. Hadi
Paper presented at the ARMA/DGS/SEG International Geomechanics Symposium, November 1–4, 2021
Paper Number: ARMA-IGS-21-123
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View Paper titled, Development of 3D-Geomechanical Model for Buzurgan Oil Field Using Actual and ANN-developed Synthetic Logs
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Proceedings Papers

Evaluation of Brittleness Index Based on Mineral Compositions Prediction Using Artificial Neural Network

S. A Chan, A. M Hassan, J. D Humphrey, M. A Mahmoud, A. Abdulraheem
Paper presented at the ARMA/DGS/SEG International Geomechanics Symposium, November 3–5, 2020
Paper Number: ARMA-IGS-20-064
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View Paper titled, Evaluation of Brittleness Index Based on Mineral Compositions Prediction Using Artificial Neural Network
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