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Uchenna Odi

Aramco Americas

Houston

United States

SCHOLARLY PAPERS

4

DOWNLOADS

194

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Residual Trapping and Solubility Trapping in Geological Carbon Storage

Number of pages: 29 Posted: 24 Aug 2024
Texas A&M University, Texas A&M University, affiliation not provided to SSRN, affiliation not provided to SSRN, Aramco Americas, Aramco Americas, Aramco Americas and Saudi Aramco
Downloads 66 (907,769)

Abstract:

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Carbon dioxide storage, saline aquifers, trapping mechanisms, solubility trapping, residual trapping, sensitivity analysis

2.

Rapid Production Forecasting for Heterogeneous Gas-Condensate Shale Reservoir

Number of pages: 12 Posted: 22 Feb 2024
Texas A&M University, Texas A&M University, Texas A&M University, Aramco Americas and Aramco Americas
Downloads 65 (916,100)

Abstract:

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Machine learning, Production forecasting, Shale gas, Unconventionals, Data Compression, Reservoir Simulation

3.

Hybrid Machine Learning Framework for Multi-Well Trajectory Optimization in an Unconventional Field

Number of pages: 16 Posted: 22 Apr 2024
affiliation not provided to SSRN, Aramco Americas, Aramco Americas, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 44 (1,133,231)

Abstract:

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Fast Marching MethodMachine LearningUnconventional reservoirInfill optimization

4.

Forecasting Hydrocarbon Production in Unconventional Shale Using Deep Learning and Gradient Boosting

Number of pages: 14 Posted: 21 Apr 2026
Texas A&M University, Texas A&M University, Aramco Americas, Aramco Americas, Texas A&M University, Texas A&M University, Texas A&M University, Texas A&M University, Texas A&M University, Texas A&M University, Texas A&M University, Texas A&M University and Texas A&M University
Downloads 19 (1,470,786)

Abstract:

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Production Forecasting, Deep learning, LSTM, CNN, XGBoost, Machine Learning