OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Petroleum Science and Engineering is 59. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Application of supervised machine learning paradigms in the prediction of petroleum reservoir properties: Comparative analysis of ANN and SVM models	242
CO2 enhanced gas recovery and sequestration in depleted gas reservoirs: A review	172
Occurrence space and state of shale oil: A review	136
Thermodynamic effects of cycling carbon dioxide injectivity in shale reservoirs	121
Simulation of hybrid nanofluid flow within a microchannel heat sink considering porous media analyzing CPU stability	117
Polymer flooding in high temperature, high salinity conditions: Selection of polymer type and polymer chemistry, thermal stability	109
Hydrogen wettability of quartz substrates exposed to organic acids; Implications for hydrogen geo-storage in sandstone reservoirs	109
An optimized XGBoost method for predicting reservoir porosity using petrophysical logs	108
Prediction of porous media fluid flow using physics informed neural networks	105
A state of the art review on the performance of high-pressure and high-temperature drilling fluids: Towards understanding the structure-property relationship of drilling fluid additives	102
Multi-scale characterization of unconventional tight carbonate reservoir: Insights from October oil filed, Gulf of Suez rift basin, Egypt	101
H2−brine interfacial tension as a function of salinity, temperature, and pressure; implications for hydrogen geo-storage	101
Training effective deep reinforcement learning agents for real-time life-cycle production optimization	101
A data-driven shale gas production forecasting method based on the multi-objective random forest regression	100
UAV-based remote sensing for the petroleum industry and environmental monitoring: State-of-the-art and perspectives	97
Laboratory study and field application of amphiphilic molybdenum disulfide nanosheets for enhanced oil recovery	96
On hydrogen wettability of basaltic rock	92
Oil-in-water and water-in-oil emulsions formation and demulsification	88
Asphaltene precipitation and deposition: A critical review	88
Well performance prediction based on Long Short-Term Memory (LSTM) neural network	86
Automated lithology classification from drill core images using convolutional neural networks	84
Application of gradient boosting regression model for the evaluation of feature selection techniques in improving reservoir characterisation predictions	79
CO2/brine interfacial tension and rock wettability at reservoir conditions: A critical review of previous studies and case study of black shale from Malaysian formation	79
A review on clay chemistry, characterization and shale inhibitors for water-based drilling fluids	78
Characterization, controlling factors and evolution of fracture effectiveness in shale oil reservoirs	78

Machine learning - A novel approach of well logs similarity based on synchronization measures to predict shear sonic logs	77
Investigation of the influence of gas fracturing on fracturing characteristics of coal mass and gas extraction efficiency based on a multi-physical field model	76
Langmuir adsorption isotherm in unconventional resources: Applicability and limitations	74
Interstage difference of pressure pulsation in a three-stage electrical submersible pump	73
Time-series production forecasting method based on the integration of Bidirectional Gated Recurrent Unit (Bi-GRU) network and Sparrow Search Algorithm (SSA)	72
Formation, characteristics and oil industry applications of nanoemulsions: A review	72
Impact of anionic surfactant on stability, viscoelastic moduli, and oil recovery of silica nanofluid in saline environment	72
CNN-BiLSTM hybrid neural networks with attention mechanism for well log prediction	71
A state – of – art review on waterless gas shale fracturing technologies	71
Study on crack dynamic evolution and damage-fracture mechanism of rock with pre-existing cracks based on acoustic emission location	71
Pore structure heterogeneity of Wufeng-Longmaxi shale, Sichuan Basin, China: Evidence from gas physisorption and multifractal geometries	70
A review on proppant transport modelling	69
Underground hydrogen storage in a partially depleted gas condensate reservoir: Influence of cushion gas	68
Rain optimization algorithm (ROA): A new metaheuristic method for drilling optimization solutions	67
Predicting field production rates for waterflooding using a machine learning-based proxy model	67
Modeling of microflow during viscoelastic polymer flooding in heterogenous reservoirs of Daqing Oilfield	66
Nanoparticles as foam stabilizer: Mechanism, control parameters and application in foam flooding for enhanced oil recovery	66
Quantitative analysis of fracture dynamic evolution in coal subjected to uniaxial and triaxial compression loads based on industrial CT and fractal theory	66
Application of magnetic nanoparticles in demulsification: A review on synthesis, performance, recyclability, and challenges	65
Carbonated polymeric nanofluids for enhanced oil recovery from sandstone reservoir	65
Correlation between the rockburst proneness and friction characteristics of rock materials and a new method for rockburst proneness prediction: Field demonstration	64
Polymeric surfactants for enhanced oil recovery: A review of recent progress	63
On the rock-breaking mechanism of plasma channel drilling technology	63
Petrographic and diagenetic study of siliciclastic Jurassic sediments from the northeastern margin of Africa: Implication for reservoir quality	62
A geomechanical approach to casing collapse prediction in oil and gas wells aided by machine learning	61
A transient two-phase flow model for production prediction of tight gas wells with fracturing fluid-induced formation damage	61
A semi-analytical model for the transient pressure behaviors of a multiple fractured well in a coal seam gas reservoir	61
Modeling investigation for energy storage system including mixture of paraffin and ZnO nano-powders considering porous media	61
Synthesis of hydrophobic associative polymers to improve the rheological and filtration performance of drilling fluids under high temperature and high salinity conditions	60
Natural fractures and their contribution to tight gas conglomerate reservoirs: A case study in the northwestern Sichuan Basin, China	60
Implications of the in situ stress distribution for coalbed methane zonation and hydraulic fracturing in multiple seams, western Guizhou, China	60
Foaming properties, wettability alteration and interfacial tension reduction by saponin extracted from soapnut (Sapindus Mukorossi) at room and reservoir conditions	59
Modification of two-scale continuum model and numerical studies for carbonate matrix acidizing	59
Metal mesh-based special wettability materials for oil-water separation: A review of the recent development	59