Sina Shakouri

Petroleum Engineer | Postgraduate Researcher in Oil and Gas Sector | Expert in Data-Driven Solutions and Machine Learning Applications for the Oil and Gas Industry

Conference Publications

Certificate 1

The First International Conference on Artificial Intelligence, Data Science and Digital Transformation in Oil & Gas Industry

Paper: A review of the application of machine learning methods in the estimation of formation damage caused by different processes in oil and gas production

Certificate 2

The First International Conference on Artificial Intelligence, Data Science and Digital Transformation in Oil & Gas Industry

Paper: Prediction of asphaltic sludge formation in oil reservoir acidizing operation using machine learning model: Extreme gradient boosting

Certificate 3

12th International Chemical Engineering Congress & Exhibition

Paper: Optimization of Water Injection Well Acidizing Process: A Sandstone Reservoir Scenario

Certificate 4

National Conference of Artificial Intelligence and Software Engineering

Paper: Classification of Acid–Oil Emulsion Stability During Acidizing Operations in Oil Reservoirs Using Machine Learning Models

Journal Publications

Data-Driven Predictive Modeling of CO2 Absorption Efficiency in Nanofluids Using Machine Learning Techniques

ACS – Energy & Fuels
  • Published online: 13 August 2025
  • Impact Factor: 5.3
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Journal Cover

Experimental assessment of chemical solvents for asphaltic sludge removal to mitigate formation damage in oil reservoirs

Nature – Scientific Reports
Published online: 21 February 2025
Impact Factor: 3.9

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Journal Cover

Machine learning approaches for assessing stability in acid-crude oil emulsions: Application to mitigate formation damage

Springer – Petroleum Science
Published online: 7 June 2024
Impact Factor: 6.1

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Journal Cover

Modeling of asphaltic sludge formation during acidizing process of oil well reservoir using machine learning methods

Elsevier – Energy
Published online: 3 December 2023
Impact Factor: 9.4

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Get in touch

Feel free to reach out anytime. If you have a question, a project in mind, or simply want to say hello, I’d be genuinely happy to hear from you :)