OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Petroleum Science and Engineering is 57. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Time-series well performance prediction based on Long Short-Term Memory (LSTM) neural network model	209
Application of supervised machine learning paradigms in the prediction of petroleum reservoir properties: Comparative analysis of ANN and SVM models	179
Geological conditions and exploration potential of shale gas reservoir in Wufeng and Longmaxi Formation of southeastern Sichuan Basin, China	140
Thermodynamic effects of cycling carbon dioxide injectivity in shale reservoirs	120
CO2 enhanced gas recovery and sequestration in depleted gas reservoirs: A review	118
Simulation of hybrid nanofluid flow within a microchannel heat sink considering porous media analyzing CPU stability	93
Forecasting oil production using ensemble empirical model decomposition based Long Short-Term Memory neural network	93
Polymer flooding in high temperature, high salinity conditions: Selection of polymer type and polymer chemistry, thermal stability	92
Application of magnetic nanoparticles in petroleum industry: A review	91
Multi-scale characterization of unconventional tight carbonate reservoir: Insights from October oil filed, Gulf of Suez rift basin, Egypt	90
Water-oil interfacial tension (IFT) reduction and wettability alteration in surfactant flooding process using extracted saponin from Anabasis Setifera plant	89
Hydrogen wettability of quartz substrates exposed to organic acids; Implications for hydrogen geo-storage in sandstone reservoirs	89
Laboratory study and field application of amphiphilic molybdenum disulfide nanosheets for enhanced oil recovery	86
Occurrence space and state of shale oil: A review	86
Review on microbial enhanced oil recovery: Mechanisms, modeling and field trials	84
Training effective deep reinforcement learning agents for real-time life-cycle production optimization	82
A data-driven shale gas production forecasting method based on the multi-objective random forest regression	81
Insight into the nanoscale pore structure of organic-rich shales in the Bakken Formation, USA	76
An optimized XGBoost method for predicting reservoir porosity using petrophysical logs	76
On hydrogen wettability of basaltic rock	75
Development of smart viscoelastic surfactants and its applications in fracturing fluid: A review	74
Research and application of microfoam selective water plugging agent in shallow low-temperature reservoirs	74
H2−brine interfacial tension as a function of salinity, temperature, and pressure; implications for hydrogen geo-storage	74
Prediction of porous media fluid flow using physics informed neural networks	72
Asphaltene precipitation and deposition: A critical review	69

Investigation of the influence of gas fracturing on fracturing characteristics of coal mass and gas extraction efficiency based on a multi-physical field model	68
Characterization, controlling factors and evolution of fracture effectiveness in shale oil reservoirs	67
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	67
A state-of-the-art review of the application of nanotechnology in the oil and gas industry with a focus on drilling engineering	67
Hole cleaning and drilling fluid sweeps in horizontal and deviated wells: Comprehensive review	66
Machine learning - A novel approach of well logs similarity based on synchronization measures to predict shear sonic logs	63
Impact of anionic surfactant on stability, viscoelastic moduli, and oil recovery of silica nanofluid in saline environment	63
Deep-learning-based surrogate model for reservoir simulation with time-varying well controls	62
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	62
Status and progress of worldwide EOR field applications	62
Effect of akyl chain length, flow, and temperature on the corrosion inhibition of carbon steel in a simulated acidizing environment by an imidazoline-based inhibitor	62
Predicting field production rates for waterflooding using a machine learning-based proxy model	61
Coupled generative adversarial and auto-encoder neural networks to reconstruct three-dimensional multi-scale porous media	61
Interstage difference of pressure pulsation in a three-stage electrical submersible pump	61
Alternative chemical agents for alkalis, surfactants and polymers for enhanced oil recovery: Research trend and prospects	60
Water adsorption characteristics of organic-rich Wufeng and Longmaxi Shales, Sichuan Basin (China)	59
A semi-analytical model for the transient pressure behaviors of a multiple fractured well in a coal seam gas reservoir	59
Automated lithology classification from drill core images using convolutional neural networks	59
UAV-based remote sensing for the petroleum industry and environmental monitoring: State-of-the-art and perspectives	59
Well performance prediction based on Long Short-Term Memory (LSTM) neural network	58
Effect of total organic carbon (TOC) content on shale wettability at high pressure and high temperature conditions	58
Oil-in-water and water-in-oil emulsions formation and demulsification	58
Study on crack dynamic evolution and damage-fracture mechanism of rock with pre-existing cracks based on acoustic emission location	58
A transient two-phase flow model for production prediction of tight gas wells with fracturing fluid-induced formation damage	58
A review of diverting agents for reservoir stimulation	57
A review on clay chemistry, characterization and shale inhibitors for water-based drilling fluids	57
Petrographic and diagenetic study of siliciclastic Jurassic sediments from the northeastern margin of Africa: Implication for reservoir quality	57
Correlation between the rockburst proneness and friction characteristics of rock materials and a new method for rockburst proneness prediction: Field demonstration	57
The fall of oil Age:A scenario planning approach over the last peak oil of human history by 2040	57
Pore structure heterogeneity of Wufeng-Longmaxi shale, Sichuan Basin, China: Evidence from gas physisorption and multifractal geometries	57
Temperature-induced deformational responses and microstructural alteration of sandstone	57
Modeling of microflow during viscoelastic polymer flooding in heterogenous reservoirs of Daqing Oilfield	57