A physics-constrained deep learning model for simulating multiphase flow in 3D heterogeneous porous media

On the feasibility of using physics-informed machine learning for underground reservoir pressure management

(2021) Dylan Robert Harp et al.   EXPERT SYSTEMS WITH APPLICATIONS

Physics-informed deep learning for prediction of CO2 storage site response

(2021) Parisa Shokouhi et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Combining natural gas recovery and CO2-based geothermal energy extraction for electric power generation

(2020) Justin Ezekiel et al.   APPLIED ENERGY

Data-Driven Prediction of Unconventional Shale-Reservoir Dynamics

(2020) Hector Klie et al.   SPE JOURNAL

Predicting CO 2 Plume Migration in Heterogeneous Formations Using Conditional Deep Convolutional Generative Adversarial Network

(2019) Zhi Zhong et al.   WATER RESOURCES RESEARCH

An integrated technical-economic model for evaluating CO2 enhanced oil recovery development

(2019) Jieyun Jiang et al.   APPLIED ENERGY

A deep learning enabler for nonintrusive reduced order modeling of fluid flows

(2019) S. Pawar et al.   PHYSICS OF FLUIDS

Thermo-physical properties of CO2 mixtures and their impacts on CO2 capture, transport and storage: Progress since 2011

(2019) Hailong Li et al.   APPLIED ENERGY

Geologic CO 2 sequestration monitoring design: A machine learning and uncertainty quantification based approach

(2018) Bailian Chen et al.   APPLIED ENERGY

An efficient method for fractured shale reservoir history matching: The embedded discrete fracture multi-continuum approach

(2018) Z. Chai et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media

(2018) Shaoxing Mo et al.   WATER RESOURCES RESEARCH

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Simulation of Coupled Thermal/Hydrological/Mechanical Phenomena in Porous Media

(2016) Philip H. Winterfeld et al.   SPE JOURNAL

General Multi-Porosity simulation for fractured reservoir modeling

(2016) Bicheng Yan et al.   Journal of Natural Gas Science and Engineering

Solver preconditioning using the combinatorial multilevel method on reservoir simulation

(2015) Yuhe Wang et al.   COMPUTATIONAL GEOSCIENCES

3D Geothermal Modelling of the Mount Amiata Hydrothermal System in Italy

(2014) Paolo Fulignati et al.   Energies

Multiparadigm Parallel Acceleration for Reservoir Simulation

(2014) Larry Siu-Kuen Fung et al.   SPE JOURNAL

Generalized multiscale finite element methods (GMsFEM)

(2013) Yalchin Efendiev et al.   JOURNAL OF COMPUTATIONAL PHYSICS

On the propagation of a coupled saturation and pressure front

(2011) D. W. Vasco   WATER RESOURCES RESEARCH