A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning

K Wang, WC Sun - Computer Methods in Applied Mechanics and …, 2018 - Elsevier
Many geological materials, such as shale, mudstone, carbonate rock, limestone and rock
salt are multi-porosity porous media in which pores of different scales may co-exist in the …

A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks

T Kadeethum, D O'Malley, JN Fuhg, Y Choi… - Nature Computational …, 2021 - nature.com
Here we employ and adapt the image-to-image translation concept based on conditional
generative adversarial networks (cGAN) for learning a forward and an inverse solution …

A mixed-mode phase field fracture model in anisotropic rocks with consistent kinematics

EC Bryant, WC Sun - Computer Methods in Applied Mechanics and …, 2018 - Elsevier
Under a pure tensile loading, cracks in brittle, isotropic, and homogeneous materials often
propagate such that pure mode I kinematics are maintained at the crack tip. However …

Stability and characterisation of spoil heaps in European surface lignite mines: a state-of-the-art review in light of new data

MS Masoudian, IE Zevgolis, AV Deliveris… - Environmental Earth …, 2019 - Springer
The large amount of spoil material produced during the mining process imposes a
significant economic and environmental liability on lignite producers. In this context, the …

Coupled phase-field and plasticity modeling of geological materials: From brittle fracture to ductile flow

J Choo, WC Sun - Computer Methods in Applied Mechanics and …, 2018 - Elsevier
The failure behavior of geological materials depends heavily on confining pressure and
strain rate. Under a relatively low confining pressure, these materials tend to fail by brittle …

Cam-Clay plasticity. Part IX: On the anisotropy, heterogeneity, and viscoplasticity of shale

RI Borja, Q Yin, Y Zhao - Computer Methods in Applied Mechanics and …, 2020 - Elsevier
We investigate three aspects of material behavior in this ninth installment of the Cam-Clay
series, namely, anisotropy, heterogeneity, and viscoplasticity. The main focus of the paper is …

Block-partitioned solvers for coupled poromechanics: A unified framework

JA White, N Castelletto, HA Tchelepi - Computer Methods in Applied …, 2016 - Elsevier
Coupled poromechanical problems appear in a variety of disciplines, from reservoir
engineering to biomedical applications. This work focuses on efficient strategies for solving …

A continuum framework for coupled solid deformation–fluid flow through anisotropic elastoplastic porous media

Y Zhao, RI Borja - Computer Methods in Applied Mechanics and …, 2020 - Elsevier
We present a continuum framework for coupled solid deformation–fluid flow in anisotropic
elastoplastic porous media. A thermodynamic formulation of the coupled processes gives …

Poroelastic coefficients for anisotropic single and double porosity media

Q Zhang, RI Borja - Acta Geotechnica, 2021 - Springer
Closed-form expressions for poroelastic coefficients are derived for anisotropic materials
exhibiting single and double porosity. A novel feature of the formulation is the use of the …

A phase-field model of frictional shear fracture in geologic materials

F Fei, J Choo - Computer Methods in Applied Mechanics and …, 2020 - Elsevier
Geologic shear fractures such as faults and slip surfaces involve marked friction along the
discontinuities as they are subjected to significant confining pressures. This friction plays a …