Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI

Munqith Aldhaheri; Baojun Bai; Mingzhen Wei

doi:10.2118/225111-MS

Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI

Munqith Aldhaheri
, Baojun Bai
, Mingzhen Wei

Earth Sciences and Engineering

Missan Oil Company
University of Misan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025
Publisher	Society of Petroleum Engineers
ISBN (Electronic)	9781959025740
DOIs	https://doi.org/10.2118/225111-MS
State	Published - 2025
Event	2025 SPE Conference at Oman Petroleum and Energy Show, OPES 2025 - Muscat, Oman Duration: May 12 2025 → May 14 2025

Publication series

Name	Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025

Conference

Conference	2025 SPE Conference at Oman Petroleum and Energy Show, OPES 2025
Country/Territory	Oman
City	Muscat
Period	5/12/25 → 5/14/25

ASJC Scopus Subject Areas

Geochemistry and Petrology
Energy Engineering and Power Technology

Access to Document

10.2118/225111-MS

Cite this

Aldhaheri, M., Bai, B., & Wei, M. (2025). Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI. In Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025 (Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025). Society of Petroleum Engineers. https://doi.org/10.2118/225111-MS

Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI. / Aldhaheri, Munqith; Bai, Baojun ; Wei, Mingzhen.
Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025. Society of Petroleum Engineers, 2025. (Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Aldhaheri, M, Bai, B & Wei, M 2025, Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI. in Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025. Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025, Society of Petroleum Engineers, 2025 SPE Conference at Oman Petroleum and Energy Show, OPES 2025, Muscat, Oman, 5/12/25. https://doi.org/10.2118/225111-MS

Aldhaheri M, Bai B , Wei M. Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI. In Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025. Society of Petroleum Engineers. 2025. (Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025). doi: 10.2118/225111-MS

Aldhaheri, Munqith ; Bai, Baojun ; Wei, Mingzhen. / Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI. Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025. Society of Petroleum Engineers, 2025. (Society of Petroleum Engineers - SPE Conference at Oman Petroleum and Energy Show, OPES 2025).

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Predictive Modeling for Optimal Gel Treatment Design in Brownfields Using Ensemble Machine Learning and Data Upsampling via Generative AI

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

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