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Proceedings Papers

Improving Reliability of Seismic Stratigraphy Prediction: Integration of Uncertainty Quantification in Attention Mechanism Neural Network

C. T. Ang, A. H. Elsheikh
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220708-MS
https://doi.org/10.2118/220708-MS
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View Paper titled, Improving Reliability of Seismic Stratigraphy Prediction: Integration of Uncertainty Quantification in Attention Mechanism Neural Network
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Proceedings Papers

The Effect of Fluid Content and Effective Stresses on Stick-Slip Friction in Rocks: Implications for Induced Seismicity

Arun Sathyanath, Mukul M. Sharma
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220804-MS
https://doi.org/10.2118/220804-MS
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View Paper titled, The Effect of Fluid Content and Effective Stresses on Stick-Slip Friction in Rocks: Implications for Induced Seismicity
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Proceedings Papers

Estimating Petrophysical Properties Directly from Seismic: A Deep Learning Application to Carbonate Field for CO 2 Storage Potential

C. L. Lew, M. I. Ahmad Fuad, M. S. Jaya, A. Trianto, C. MacBeth
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220847-MS
https://doi.org/10.2118/220847-MS
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View Paper titled, Estimating Petrophysical Properties Directly from Seismic: A Deep Learning Application to Carbonate Field for CO 2 Storage Potential
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Proceedings Papers

Geomechanical Modeling and Drilling Challenges in Deepwater Salt Thrust Belt, Case Histories from GOM

S. S. Shaker
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220832-MS
https://doi.org/10.2118/220832-MS
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View Paper titled, Geomechanical Modeling and Drilling Challenges in Deepwater Salt Thrust Belt, Case Histories from GOM
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Proceedings Papers

Chasing Remaining Potential in Mature East Nile Delta Development Blocks Using Machine Learning

I. Yahia, M. M. Abdelrahman, S. Mohammed, M. Abd El-Gwad
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221058-MS
https://doi.org/10.2118/221058-MS
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View Paper titled, Chasing Remaining Potential in Mature East Nile Delta Development Blocks Using Machine Learning
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Proceedings Papers

Use of Machine Learning in Microseismic Monitoring for Thermal Operations in Cold Lake, AB, Canada

S. O. Costin, S. Scaini, H. Zhao, T. K. Fink, C. Brisco, J. Feng, D. Yadav, S. Sidhu
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220946-MS
https://doi.org/10.2118/220946-MS
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View Paper titled, Use of Machine Learning in Microseismic Monitoring for Thermal Operations in Cold Lake, AB, Canada
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Proceedings Papers

Refined Diffusion Posterior Sampling for Seismic Denoising and Interpolation

Tung Nguyen, Tung Pham, Minh Nguyen, Tuan Nguyen
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221000-MS
https://doi.org/10.2118/221000-MS
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View Paper titled, Refined Diffusion Posterior Sampling for Seismic Denoising and Interpolation
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Proceedings Papers

Assessing Flow Potential Risk in Shallow Zones

R. Piazza, P. Netto, A. P. Grell, L. Fernandes, G. Schuck
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-221023-MS
https://doi.org/10.2118/221023-MS
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Proceedings Papers

60 Years of UUU Fields – Leveraging on Big Industry Technology Applications for Rejuvenating the Foremost Niger Delta Condensate Gas-Development Asset

P. I. Osode, A. O. Soro, A. J. Ebufegha, O. A. Aworanti, I. A. SamaiIa, A. H. Shehu
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220237-MS
https://doi.org/10.2118/220237-MS
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View Paper titled, 60 Years of UUU Fields – Leveraging on Big Industry Technology Applications for Rejuvenating the Foremost Niger Delta Condensate Gas-Development Asset
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Proceedings Papers

Analysis of Fluid-Injection-Induced Seismicity Using Dynamic Sliding Model with Rate-And State-Dependent Friction Law

S. Ito, K. Furui, K. Tsusaka
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214891-MS
https://doi.org/10.2118/214891-MS
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View Paper titled, Analysis of Fluid-Injection-Induced Seismicity Using Dynamic Sliding Model with Rate-And State-Dependent Friction Law
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Proceedings Papers

Causal Inference for the Characterization of Microseismic Events Induced by Hydraulic Fracturing

Oliver Rojas Conde, Siddharth Misra, Rui Liu
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215133-MS
https://doi.org/10.2118/215133-MS
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View Paper titled, Causal Inference for the Characterization of Microseismic Events Induced by Hydraulic Fracturing
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Proceedings Papers

Surveillance, Analysis, and Optimization (SA&O) During Active Drilling Campaign

Yanfen Zhang, Paul Bovet, Lorelea Samano, Ozzy Isabu, Andres Chima, Erik Everson, Kai Sun
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215119-MS
https://doi.org/10.2118/215119-MS
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View Paper titled, Surveillance, Analysis, and Optimization (SA&O) During Active Drilling Campaign
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Proceedings Papers

Application of Hybrid Physics-Based and Data-Driven Fracture Propagation Modeling for Characterizing Hydraulic Fracture Geometry in Unconventional Reservoirs

Khaled Aldhayee, Kan Wu
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214784-MS
https://doi.org/10.2118/214784-MS
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View Paper titled, Application of Hybrid Physics-Based and Data-Driven Fracture Propagation Modeling for Characterizing Hydraulic Fracture Geometry in Unconventional Reservoirs
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Proceedings Papers

Risk Analysis on Geological and Geomechanical Uncertainties - Learnings from CO 2 Sequestration Modelling of a Saline Aquifer in Central Alberta, Canada

Xiaoqi Wang, Mitchell Gillrie, Zan Chen, Suzy Chen
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214806-MS
https://doi.org/10.2118/214806-MS
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View Paper titled, Risk Analysis on Geological and Geomechanical Uncertainties - Learnings from CO 2 Sequestration Modelling of a Saline Aquifer in Central Alberta, Canada
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Proceedings Papers

Attention Mechanism Neural Network for Seismic Facies Classification

C. T. Ang, M. Sajid, A. Elsheikh, H. Alsalmi
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-215099-MS
https://doi.org/10.2118/215099-MS
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View Paper titled, Attention Mechanism Neural Network for Seismic Facies Classification
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Proceedings Papers

Improving Velocity Modeling with Surface Drilling Data Using Machine Learning

B. Gong, A. Hossain, K. A. Sanclemente, O. G. Alli, B. Harvey, K. Wang
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214773-MS
https://doi.org/10.2118/214773-MS
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View Paper titled, Improving Velocity Modeling with Surface Drilling Data Using Machine Learning
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Proceedings Papers

Modeling Heterogeneity of Glacial Reservoir Using Geostatistical Approach: A Case Study, Southwest Libya

F. A. Bergigh, W. S. Meddaugh, T. M. Alkhemri
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214792-MS
https://doi.org/10.2118/214792-MS
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View Paper titled, Modeling Heterogeneity of Glacial Reservoir Using Geostatistical Approach: A Case Study, Southwest Libya
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Proceedings Papers

Analysis of the Sources of Uncertainty in Geopressure Estimation While Drilling

E. Cayeux, B. Daireaux, J. Macpherson, H. Bolt, P. Harbidge, P. Annaiyappa, J. Carney, W. Ziadat, M. Edwards
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214962-MS
https://doi.org/10.2118/214962-MS
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View Paper titled, Analysis of the Sources of Uncertainty in Geopressure Estimation While Drilling
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Proceedings Papers

Pivoting a Comprehensive, Custom Onboarding Program for Upstream: Lessons Learned

Ali S Rabaa, Sulaiman L. Sulami, Humoud A. Shaiji
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214952-MS
https://doi.org/10.2118/214952-MS
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View Paper titled, Pivoting a Comprehensive, Custom Onboarding Program for Upstream: Lessons Learned
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Proceedings Papers

Machine Learning Application for CCUS Carbon Storage: Fracture Analysis and Mapping in the Illinois Basin

G. Liu, A. Kumar, W. Harbert, H. Siriwardane, D. Crandall, G. Bromhal, L. Cunha
Paper presented at the SPE Annual Technical Conference and Exhibition, October 16–18, 2023
Paper Number: SPE-214996-MS
https://doi.org/10.2118/214996-MS
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View Paper titled, Machine Learning Application for CCUS Carbon Storage: Fracture Analysis and Mapping in the Illinois Basin
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