سامانه پژوهشی دانشگاه خلیج فارس | علي رنجبر

نام و نام خانوادگی	علی رنجبر
شغل	عضو هیئت علمی دانشگاه خلیج فارس / دانشکده مهندسی نفت، گاز و پتروشیمی / گروه مهندسی نفت
تحصیلات	دکترای تخصصی / مهندسی نفت
وبسایت	—
پست الکترونیک	ali [dot] ranjbar [at] pgu [dot] ac [dot] ir

	عنوان	مجله
1	Artificial Intelligence in Reservoir Characterization: Predicting Shale Volume with ANN, RF, and ET	Journal of Oil, Gas and Petrochemical Technology 1 (2026) 1
2	ارزیابی نفوذپذیری نسبی نفت و آب با استفاده از یادگیری ماشین: مطالعه موردی از جنوب غرب ایران	ژئومکانیک نفت 8 (1404) 1
3	Predicting CO2-brine interfacial tension through machine learning approaches: implications for CO2 underground storage	GEOSYSTEM ENGINEERING 15 (2025) 1
4	Enhanced oil recovery screening in one of the reservoirs in the southwest of Iran using machine learning methods	NEURAL COMPUTING & APPLICATIONS 15 (2025) 1
5	Predicting Asphaltene Stability Using Machine Learning Models Based on SARA Analysis	International Journal of Chemical Engineering 2664958 (2025) 28
6	Machine learning models for the prediction of hydrogen solubility in aqueous systems	Scientific Reports 15 (2025) 31487
7	Enhanced water saturation estimation in hydrocarbon reservoirs using machine learning	Scientific Reports 15 (2025) 29846
8	Evaluation of hydraulic fracturing using machine learning	Scientific Reports 15 (2025) 26926
9	Machine learning analysis of CO2 and methane adsorption in tight reservoir rocks	Scientific Reports 15 (2025) 24575
10	Rate of penetration prediction in drilling operations: a comparative study of AI models and meta-heuristic approaches	Journal of Petroleum Exploration and Production Technology 15 (2025) 115
11	A data-driven study on viscosity estimation of hydrogen-containing gas mixtures using machine learning	INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 138 (2025) 331-343
12	Calculation of hydrogen dispersion in cushion gases using machine learning	Scientific Reports 1 (2025) 25
13	Shale volume estimation using machine learning methods from the southwestern fields of Iran	Results in Engineering 1 (2025) 104506
14	Estimation of minimum miscible pressure in carbon dioxide gas injection using machine learning methods	Journal of Petroleum Exploration and Production Technology 15 (2025) 25-51
15	Green innovation in enhanced oil recovery: pioneering sustainable solution for a cleaner future	Environmental Earth Sciences 84 (2025) 1
16	Enhanced petrophysical evaluation through machine learning and well logging data in an Iranian oil field	Scientific Reports 14 (2024) 1-15
17	Estimation of hydrogen solubility in aqueous solutions using machine learning techniques for hydrogen storage in deep saline aquifers	Scientific Reports 14 (2024) 1
18	A Review of Optimization Methods for Production and Injection Well Placement in Hydrocarbon Reservoirs	HELIYON 1 (2024) 1
19	Investigation of wettability and IFT alteration during hydrogen storage using machine learning	HELIYON 1 (2024) 1
20	مروری بر کاربرد یادگیری ماشین در پیشبینی مخاطرات و مشکلات حفاری	ژئومکانیک نفت 1 (1403) 25-51
21	Comparing the performance of machine learning methods in estimating the shear wave transit time in one of the reservoirs in southwest of Iran	Scientific Reports 14 (2024) 4744
22	Comparison of Empirical and Rock Physics Models in Estimating Shear Wave Velocity	Journal of Oil, Gas and Petrochemical Technology 10 (2024) 1
23	Optimizing the wells location using the Metaheuristic algorithms, as well as optimizing the drilling time of production and injection wells in one of the reservoirs in south west of Iran	Earth Science Informatics 1 (2023) 1
24	Shale volume estimation using ANN, SVR, and RF algorithms compared with conventional methods	JOURNAL OF AFRICAN EARTH SCIENCES 31 (2023) 104991-...
25	Young’s Modulus Estimation Using Machine Learning Methods and Daily Drilling Reports	Journal of Oil, Gas and Petrochemical Technology 10 (2023) 1-24
26	Application of machine learning algorithms in classification the flow units of the Kazhdumi reservoir in one of the oil fields in southwest of Iran	Journal of Petroleum Exploration and Production Technology 1 (2023) 1-16
27	Numerical Analysis of Fluid Flow in a Deformable Porous Medium Using Finite Element Method	Journal of Oil, Gas and Petrochemical Technology 8 (2022) 47-59
28	Numerical analysis of geomechanical behavior of fractures and faults in a deformable porous medium	Journal of Petroleum Exploration and Production Technology 1 (2022) 1
29	Estimation of shear wave velocity in an Iranian oil reservoir using machine learning methods	JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING 109841 (2021) 100
30	Thermo-hydro-mechanical modeling of fault discontinuities using zero-thickness interface element	Journal of Rock Mechanics and Geotechnical Engineering 12 (2020) 74-88
31	Application of medical and dental CT-Scan technologies for determining porosity distribution of the Persian Gulf coastal zone and Zagros basin core samples	JOURNAL OF AFRICAN EARTH SCIENCES (2019) 96،106
32	3D geomechanical modeling and estimating the compaction and subsidence of Fahlian reservoir formation (X-field in SW of Iran)	Arabian Journal of Geosciences 10 (2017) 116

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