Hybrid physics and data-driven modeling for unconventional field development and its application to US onshore basin

PoreFlow-Net: a 3D c`onvolutional neural network to predict fluid flow through porous media

(2020) Javier E. Santos et al.   ADVANCES IN WATER RESOURCES

Efficient Coupled Multiphase-Flow and Geomechanics Modeling of Well Performance and Stress Evolution in Shale-Gas Reservoirs Considering Dynamic Fracture Properties

(2020) Lijun Liu et al.   SPE JOURNAL

Conditioning well data to rule-based lobe model by machine learning with a generative adversarial network

(2020) Honggeun Jo et al.   ENERGY EXPLORATION & EXPLOITATION

Stimulated Reservoir Volume Characterization and Optimum Lateral Well Spacing Study of Two-Well Pad: Midland Basin Case Study

(2020) Jaeyoung Park et al.   GEOFLUIDS

Novel hybrid Fast Marching Method-based simulation workflow for rapid history matching and completion design optimization of hydraulically fractured shale wells

(2020) Jaeyoung Park et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Numerical Investigation of Effects of Subsequent Parent-Well Injection on Interwell Fracturing Interference Using Reservoir-Geomechanics-Fracturing Modeling

(2019) Xuyang Guo et al.   SPE JOURNAL

Artificial Intelligence Applications in Reservoir Engineering: A Status Check

(2019) Turgay Ertekin et al.   Energies

A Data-Analytics Tutorial: Building Predictive Models for Oil Production in an Unconventional Shale Reservoir

(2018) Jared Schuetter et al.   SPE JOURNAL

A Physics-Based Data-Driven Model for History Matching, Prediction, and Characterization of Unconventional Reservoirs

(2018) Yanbin Zhang et al.   SPE JOURNAL

Reservoir and Fracture-Flow Characterization Using Novel Diagnostic Plots

(2018) Xu Xue et al.   SPE JOURNAL

Subsurface well spacing optimization in the Permian Basin

(2018) Baosheng Liang et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Novel approach for production transient analysis of shale reservoirs using the drainage volume derivative

(2017) Changdong Yang et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Rapid multistage hydraulic fracture design and optimization in unconventional reservoirs using a novel Fast Marching Method

(2017) Changdong Yang et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

DGSA: A Matlab toolbox for distance-based generalized sensitivity analysis of geoscientific computer experiments

(2016) Jihoon Park et al.   COMPUTERS & GEOSCIENCES

From Streamlines to Fast Marching: Rapid Simulation and Performance Assessment of Shale-Gas Reservoirs by Use of Diffusive Time of Flight as a Spatial Coordinate

(2016) Yanbin Zhang et al.   SPE JOURNAL

Quantifying Asymmetric Parameter Interactions in Sensitivity Analysis: Application to Reservoir Modeling

(2014) Darryl Fenwick et al.   Mathematical Geosciences