Data‐Driven Design of Wave‐Propagation Models for Shale‐Oil Reservoirs Based on Machine Learning

Wave propagation in infinituple‐porosity media

(2021) Lin Zhang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

SeismoGen: Seismic Waveform Synthesis Using GAN With Application to Seismic Data Augmentation

(2021) Tiantong Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

3D Carbonate Digital Rock Reconstruction Using Progressive Growing GAN

(2021) Nan You et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Gassmann Consistency for Different Inclusion‐Based Effective Medium Theories: Implications for Elastic Interactions and Poroelasticity

(2020) Luanxiao Zhao et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Shale Anisotropy Model Building Based on Deep Neural Networks

(2020) Nan You et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Deep learning of subsurface flow via theory-guided neural network

(2020) Nanzhe Wang et al.   JOURNAL OF HYDROLOGY

Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems

(2020) A. M. Tartakovsky et al.   WATER RESOURCES RESEARCH

Physics informed machine learning: Seismic wave equation

(2020) Sadegh Karimpouli et al.   Geoscience Frontiers

Attenuation methods for quantifying gas saturation in organic-rich shale and tight gas formations

(2020) Qiaomu Qi et al.   GEOPHYSICS

Deep‐Learning‐Based Inverse Modeling Approaches: A Subsurface Flow Example

(2020) Nanzhe Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Shale Anisotropy Estimation From Logs in Vertical Wells

(2019) Yunyue Elita Li et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Data-driven discovery of coordinates and governing equations

(2019) Kathleen Champion et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Effects of ellipsoidal heterogeneities on wave propagation in partially saturated double-porosity rocks

(2018) Weitao Sun et al.   GEOPHYSICS

Fully coupled inversion on a multi-physical reservoir model – Part I: Theory and concept

(2018) Bernd U. Wiese et al.   International Journal of Greenhouse Gas Control

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

Effective Biot theory and its generalization to poroviscoelastic models

(2017) Xu Liu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Rock anelasticity due to patchy saturation and fabric heterogeneity: A double double-porosity model of wave propagation

(2017) Jing Ba et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Generalized poroviscoelastic model based on effective Biot theory and its application to borehole guided wave analysis

(2016) Xu Liu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

(2016) Steven L. Brunton et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Passive advection-dispersion in networks of pipes: Effect of connectivity and relationship to permeability

(2016) Y. Bernabé et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Characterizing the effect of elastic interactions on the effective elastic properties of porous, cracked rocks

(2015) Luanxiao Zhao et al.   GEOPHYSICAL PROSPECTING

Seismic reflection dispersion due to wave-induced fluid flow in heterogeneous reservoir rocks

(2015) Luanxiao Zhao et al.   GEOPHYSICS

Linear functional minimization for inverse modeling

(2015) D. A. Barajas-Solano et al.   WATER RESOURCES RESEARCH

Improving variable-fidelity surrogate modeling via gradient-enhanced kriging and a generalized hybrid bridge function

(2012) Zhong-Hua Han et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Biot-Rayleigh theory of wave propagation in double-porosity media

(2011) J. Ba et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Pore connectivity, permeability, and electrical formation factor: A new model and comparison to experimental data

(2011) Y. Bernabé et al.   JOURNAL OF GEOPHYSICAL RESEARCH