Greeting

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— Postgraduate Researcher —

— Data-Driven Modeling & Machine Learning Applications for Energy and Subsurface Systems —

— Scientific Programming & Software Development —

Glad to have you here.

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
Read on Publisher Site

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
Read on Publisher Site

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
Read on Publisher Site

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
Read on Publisher Site

Teaching Experience

Teaching Assistant

Department of Petroleum Engineering, Shiraz University
Formation Damage | Master’s
Projects & Exercises Lead — Second semester 2021–2022
Production Engineering | Bachelor’s
STIMPRO Instructor; Projects & Exercises Lead — First semester 2022–2023
Advanced Production Engineering | Master’s
PIPESIM Instructor; Projects & Exercises Lead — First semester 2022–2023

Workshop Instructor

Department of Petroleum Engineering, Shiraz University
  • Management of Scientific References and Referencing Software
    Fall 2023
  • Principles of Research Methodology and Scientific Exploration
    Winter 2024

Honors & Awards

Distinguished Research Achievement — Selected during Research Week
Research Week Certificate

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 :)