Fast prediction of methane adsorption in shale nanopores using kinetic theory and machine learning algorithm

Mechanisms of shale gas adsorption: Insights from a comparative study on a thermodynamic investigation of microfossil-rich shale and non-microfossil shale

(2021) Ruining Hu et al.   CHEMICAL ENGINEERING JOURNAL

Entropy and enthalpy changes during adsorption and displacement of shale gas

(2021) Kui Lin et al.   ENERGY

Comprehensive Review about Methane Adsorption in Shale Nanoporous Media

(2021) Wanying Pang et al.   ENERGY & FUELS

A framework for predicting the production performance of unconventional resources using deep learning

(2021) Sen Wang et al.   APPLIED ENERGY

Monte Carlo Molecular Simulation Study of Carbon Dioxide Sequestration into Dry and Wet Calcite Pores Containing Methane

(2021) Srikanth Ravipati et al.   ENERGY & FUELS

From excess to absolute adsorption isotherm: The effect of the adsorbed density

(2021) Hasan Ghasemzadeh et al.   CHEMICAL ENGINEERING JOURNAL

Sticky layers affect oil transport through the nanopores of realistic shale kerogen

(2021) Sen Wang et al.   FUEL

Molecular simulation of gas adsorption in shale nanopores: A critical review

(2021) Tianyu Wang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Multi-scale modelling of gas transport and production evaluation in shale reservoir considering crisscrossing fractures

(2021) Marembo Micheal et al.   Journal of Natural Gas Science and Engineering

Multiscale gas transport behavior in heterogeneous shale matrix consisting of organic and inorganic nanopores

(2020) Hao Yu et al.   Journal of Natural Gas Science and Engineering

Insights into recovery of multi-component shale gas by CO2 injection: A molecular perspective

(2020) Juan Zhou et al.   FUEL

A Generic Machine Learning Algorithm for the Prediction of Gas Adsorption in Nanoporous Materials

(2020) George S. Fanourgakis et al.   Journal of Physical Chemistry C

Roughness Factor-Dependent Transport Characteristic of Shale Gas through Amorphous Kerogen Nanopores

(2020) Hao Yu et al.   Journal of Physical Chemistry C

Nanoconfined Transport Characteristic of Methane in Organic Shale Nanopores: The Applicability of the Continuous Model

(2020) Hao Yu et al.   ENERGY & FUELS

Characterization of adsorption isotherm and density profile in cylindrical nanopores: Modeling and measurement

(2020) Yu Pang et al.   CHEMICAL ENGINEERING JOURNAL

On the pressure and temperature dependence of adsorption densities and other thermodynamic properties in gas shales

(2020) Fengyang Xiong et al.   CHEMICAL ENGINEERING JOURNAL

Molecular dynamics simulations about isotope fractionation of methane in shale nanopores

(2020) Wenjun Zhang et al.   FUEL

Prediction of methane adsorption in shale: Classical models and machine learning based models

(2020) Meng Meng et al.   FUEL

Transport of Shale Gas in Microporous/Nanoporous Media: Molecular to Pore-Scale Simulations

(2020) Hao Yu et al.   ENERGY & FUELS

Predicting the components and types of kerogen in shale by combining machine learning with NMR spectra

(2020) Dongliang Kang et al.   FUEL

Multiscale simulations of shale gas transport in micro/nano-porous shale matrix considering pore structure influence

(2019) Hao Yu et al.   Journal of Natural Gas Science and Engineering

Adsorption characteristics of supercritical CO2/CH4 on different types of coal and a machine learning approach

(2019) Meng Meng et al.   CHEMICAL ENGINEERING JOURNAL

Adsorption Mechanism of CO2/CH4 in Kaolinite Clay: Insight from Molecular Simulation

(2019) Wenning Zhou et al.   ENERGY & FUELS

Recent advances and applications of machine learning in solid-state materials science

(2019) Jonathan Schmidt et al.   npj Computational Materials

Effect of organic type and moisture on CO 2 /CH 4 competitive adsorption in kerogen with implications for CO 2 sequestration and enhanced CH 4 recovery

(2018) Liang Huang et al.   APPLIED ENERGY

Molecular simulation of adsorption behaviors of methane, carbon dioxide and their mixtures on kerogen: Effect of kerogen maturity and moisture content

(2018) Liang Huang et al.   FUEL

Grand canonical Monte Carlo simulations of pore structure influence on methane adsorption in micro-porous carbons with applications to coal and shale systems

(2018) Wenhui Song et al.   FUEL

Pressure-dependent transport characteristic of methane gas in slit nanopores

(2018) Hao Yu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Competitive adsorption of methane and ethane in montmorillonite nanopores of shale at supercritical conditions: A grand canonical Monte Carlo simulation study

(2018) Sen Wang et al.   CHEMICAL ENGINEERING JOURNAL

Mechanisms of shale gas adsorption: Evidence from thermodynamics and kinetics study of methane adsorption on shale

(2018) Lei Chen et al.   CHEMICAL ENGINEERING JOURNAL

Supercritical Methane Diffusion in Shale Nanopores: Effects of Pressure, Mineral Types, and Moisture Content

(2017) Sen Wang et al.   ENERGY & FUELS

Multiscale transport mechanism of shale gas in micro/nano-pores

(2017) Hao Yu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Experimental investigation and Grand Canonical Monte Carlo simulation of gas shale adsorption from the macro to the nano scale

(2017) Hamza Aljamaan et al.   Journal of Natural Gas Science and Engineering

Characterization of Methane Excess and Absolute Adsorption in Various Clay Nanopores from Molecular Simulation

(2017) Yuanyuan Tian et al.   Scientific Reports

Methane and Carbon Dioxide Adsorption on Illite

(2016) Junfang Zhang et al.   ENERGY & FUELS

Effect of Chain Length and Pore Accessibility on Alkane Adsorption in Kerogen

(2015) Kerstin Falk et al.   ENERGY & FUELS

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Subcontinuum mass transport of condensed hydrocarbons in nanoporous media

(2015) Kerstin Falk et al.   Nature Communications

Molecular Modeling of the Volumetric and Thermodynamic Properties of Kerogen: Influence of Organic Type and Maturity

(2014) Philippe Ungerer et al.   ENERGY & FUELS

Ebola virus control needs local buy-in

(2014) Gilles Guerrier et al.   NATURE

Molecular simulation of methane adsorption in micro- and mesoporous carbons with applications to coal and gas shale systems

(2013) Keith Mosher et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Measurement of gas storage processes in shale and of the molecular diffusion coefficient in kerogen

(2013) S. Reza Etminan et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

A numerical study of performance for tight gas and shale gas reservoir systems

(2013) C.M. Freeman et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Fracking: What Can Physical Chemistry Offer?

(2013) Arun Yethiraj et al.   Journal of Physical Chemistry Letters

Adsorption of Carbon Dioxide, Methane, and Their Mixtures in Porous Carbons: Effect of Surface Chemistry, Water Content, and Pore Disorder

(2013) Pierre Billemont et al.   LANGMUIR

A reality check on the shale revolution

(2013) J. David Hughes   NATURE

High-pressure adsorption of gases on shales: Measurements and modeling

(2012) Pongtorn Chareonsuppanimit et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Effect of organic-matter type and thermal maturity on methane adsorption in shale-gas systems

(2012) Tongwei Zhang et al.   ORGANIC GEOCHEMISTRY

Should fracking stop?

(2011) Robert W. Howarth et al.   NATURE

Natural Gas From Shale Bursts Onto the Scene

(2010) R. A. Kerr   SCIENCE

Why Capture CO2 from the Atmosphere?

(2009) D. W. Keith   SCIENCE