Concepedia

Prediction method and application of shale reservoirs core gas content based on machine learning

Shiyi Luo, Tianji Xu, Shuijian Wei

Journal of Applied Geophysics · 2022 · 18 citations · 21 references

Concepts

EngineeringEarth SciencesPetroleum EngineeringMachine LearningReservoir CharacterizationReservoir EngineeringCore AnalysisReservoir ForecastingReservoir GeologyRock ClassificationShale Gas GeologyShale Gas ReservoirsFlow In Shale Gas ReservoirsMachine Learning For Reservoir CharacterizationMachine Learning In PetrophysicsMachine Learning-assisted Reservoir SimulationShale Gas Reservoir CharacterizationShale Gas Resource EvaluationShale Reservoir Characterization

References

21

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

A Practical Model for Organic Richness from Porosity and Resistivity Logs

S. CREANEY Q. R. PASSEY · AAPG Bulletin · 1990 · 981 citations

Engineering, Earth Sciences, Geology +17

Practical model for organic richness from porosity and resistivity logs

International Journal of Rock Mechanics and Mining Sciences & Geomechanics Abstracts · 1991 · 498 citations

Agriculture, Soil Sciences, Soil Chemistry +15

The shale gas revolution: Barriers, sustainability, and emerging opportunities

Richard S. Middleton, Rajan Gupta, Jeffrey D. Hyman et al. · Applied Energy · 2017 · 355 citations · Full text

Engineering, Geological Engineering, Petroleum Engineering +17

Geological factors controlling shale gas enrichment and high production in Fuling shale gas field

Xusheng Guo, Dongfeng Hu, Yuping Li et al. · Petroleum Exploration and Development · 2017 · 216 citations · Full text

Engineering, Earth Sciences, Geology +16