A data-driven shale gas production forecasting method based on the multi-objective random forest regression

Flow-Path Tracking Strategy in a Data-Driven Interwell Numerical Simulation Model for Waterflooding History Matching and Performance Prediction with Infill Wells

(2020) Hui Zhao et al.   SPE JOURNAL

An analytical model to couple gas storage and transport capacity in organic matter with noncircular pores

(2020) Guanglong Sheng et al.   FUEL

An efficient automatic history matching method through the probabilistic collocation based particle filter for shale gas reservoir

(2020) Liang Xue et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

A new and fast waterflooding optimization workflow based on INSIM-Derived injection efficiency with a field application

(2019) Hui Zhao et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Generating geologically realistic 3D reservoir facies models using deep learning of sedimentary architecture with generative adversarial networks

(2019) Tuan-Feng Zhang et al.   Petroleum Science

A new fractal approach for describing induced-fracture porosity/permeability/ compressibility in stimulated unconventional reservoirs

(2019) Guanglong Sheng et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Simulation of shale gas transport and production with complex fractures using embedded discrete fracture model

(2018) Wei Yu et al.   AICHE JOURNAL

Numerical study of complex fracture geometry effect on two-phase performance of shale-gas wells using the fast EDFM method

(2018) Mohammad AlTwaijri et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Applications of machine learning for facies and fracture prediction using Bayesian Network Theory and Random Forest: Case studies from the Appalachian basin, USA

(2018) Shuvajit Bhattacharya et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Study of the relationship between fractures and highly productive shale gas zones, Longmaxi Formation, Jiaoshiba area in eastern Sichuan

(2018) Yu-Feng Li et al.   Petroleum Science

Nanopore structure comparison between shale oil and shale gas: examples from the Bakken and Longmaxi Formations

(2018) Kouqi Liu et al.   Petroleum Science

Optimization of shale gas reservoir evaluation and assessment of shale gas resources in the Oriente Basin in Ecuador

(2018) Hong Zhang et al.   Petroleum Science

Effect of Water Imbibition on Shale Permeability and Its Influence on Gas Production

(2017) Yinghao Shen et al.   ENERGY & FUELS

Analysis of the Influencing Factors on the Well Performance in Shale Gas Reservoir

(2017) Cheng Dai et al.   GEOFLUIDS

Ensemble machine learning: An untapped modeling paradigm for petroleum reservoir characterization

(2017) Fatai Adesina Anifowose et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Performance-based fractal fracture model for complex fracture network simulation

(2017) Wen-Dong Wang et al.   Petroleum Science

Is That Interference? A Work Flow for Identifying and Analyzing Communication Through Hydraulic Fractures in a Multiwell Pad

(2016) Ali Awada et al.   SPE JOURNAL

Performance prediction model of Miscible Surfactant-CO2 displacement in porous media using support vector machine regression with parameters selected by Ant colony optimization

(2016) Amir Hosseinzadeh Helaleh et al.   Journal of Natural Gas Science and Engineering

Developing a novel workflow for natural gas lift optimization using advanced support vector machine

(2016) A. Ebrahimi et al.   Journal of Natural Gas Science and Engineering

Determination of dew point pressure in gas condensate reservoirs based on a hybrid neural genetic algorithm

(2015) Arash Rabiei et al.   FLUID PHASE EQUILIBRIA

A new approach to improve permeability prediction of petroleum reservoirs using neural network adaptive wavelet (wavenet)

(2015) B. Shokooh Saljooghi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Reservoir simulation of free and adsorbed gas production from shale

(2015) Zhejun Pan et al.   Journal of Natural Gas Science and Engineering

A multi-continuum multiple flow mechanism simulator for unconventional oil and gas recovery

(2015) Xiang Li et al.   Journal of Natural Gas Science and Engineering

Robust intelligent tool for estimating dew point pressure in retrograded condensate gas reservoirs: Application of particle swarm optimization

(2014) Mohammad Ali Ahmadi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

A Generalized Framework Model for the Simulation of Gas Production in Unconventional Gas Reservoirs

(2014) Yu-Shu Wu et al.   SPE JOURNAL

Simulation of gas desorption and geomechanics effects for unconventional gas reservoirs

(2013) Wei Yu et al.   FUEL

A reality check on the shale revolution

(2013) J. David Hughes   NATURE

From the Cover: Cozzarelli Prize Winner: Gas production in the Barnett Shale obeys a simple scaling theory

(2013) T. W. Patzek et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Development of an Efficient Embedded Discrete Fracture Model for 3D Compositional Reservoir Simulation in Fractured Reservoirs

(2013) Ali Moinfar et al.   SPE JOURNAL

Analytical Model for Unconventional Multifractured Composite Systems

(2013) Katya Stalgorova et al.   SPE RESERVOIR EVALUATION & ENGINEERING

Innovative methods for flow-unit and pore-structure analyses in a tight siltstone and shale gas reservoir

(2012) Christopher R. Clarkson et al.   AAPG BULLETIN

Classifier chains for multi-label classification

(2011) Jesse Read et al.   MACHINE LEARNING

Comparison of Fractured-Horizontal-Well Performance in Tight Sand and Shale Reservoirs

(2011) Erdal Ozkan et al.   SPE RESERVOIR EVALUATION & ENGINEERING

Knudsen’s Permeability Correction for Tight Porous Media

(2011) Ali S. Ziarani et al.   TRANSPORT IN POROUS MEDIA

Nanopores and Apparent Permeability of Gas Flow in Mudrocks (Shales and Siltstone)

(2010) F. Javadpour   JOURNAL OF CANADIAN PETROLEUM TECHNOLOGY

Reservoir Modeling in Shale-Gas Reservoirs

(2010) Craig L. Cipolla et al.   SPE RESERVOIR EVALUATION & ENGINEERING

Pore-throat sizes in sandstones, tight sandstones, and shales

(2009) Philip H. Nelson   AAPG BULLETIN

Effective Correlation of Apparent Gas Permeability in Tight Porous Media

(2009) Faruk Civan   TRANSPORT IN POROUS MEDIA