TY - JOUR
T1 - Matrix-based implementation and GPU acceleration of hybrid FEM and peridynamic model for hydro-mechanical coupled problems
AU - Ni, Tao
AU - Zhang, Jin
AU - Zaccariotto, Mirco
AU - Galvanetto, Ugo
AU - Schrefler, Bernhard A.
N1 - Publisher Copyright:
© 2024 John Wiley & Sons Ltd.
PY - 2024/9/30
Y1 - 2024/9/30
N2 - The hybrid finite element-peridynamic (FEM-PD) models have been evidenced for their exceptional ability to address hydro-mechanical coupled problems involving cracks. Nevertheless, the non-local characteristics of the PD equations and the required inversion operations when solving fluid equations result in prohibitively high computational costs. In this paper, a fast explicit solution scheme for FEM-PD models based on matrix operation is introduced, where the graphics processing units (GPUs) are used to accelerate the computation. An in-house software is developed in MATLAB in both CPU and GPU versions. We first solve a problem related to pore pressure distribution in a single crack, demonstrating the accuracy of the proposed method by a comparison of FEM-PD solutions with those of PD-only models and analytical solutions. Subsequently, several examples are solved, including a one-dimensional dynamic consolidation problem and the fluid-driven hydraulic fracture propagation problems in both 2D and 3D cases, to comprehensively validate the effectiveness of the proposed methods in simulating deformation and fracture in saturated porous media under the influence of hydro-mechanical coupling. In the presented numerical results, some typical strong dynamic phenomena, such as stepwise crack advancement, crack branching, and pressure oscillations, are observed. In addition, we compare the wall times of all the cases executed on both the GPU and CPU, highlighting the substantial acceleration performance of the GPU, particularly when tackling problems with a significant computational workload.
AB - The hybrid finite element-peridynamic (FEM-PD) models have been evidenced for their exceptional ability to address hydro-mechanical coupled problems involving cracks. Nevertheless, the non-local characteristics of the PD equations and the required inversion operations when solving fluid equations result in prohibitively high computational costs. In this paper, a fast explicit solution scheme for FEM-PD models based on matrix operation is introduced, where the graphics processing units (GPUs) are used to accelerate the computation. An in-house software is developed in MATLAB in both CPU and GPU versions. We first solve a problem related to pore pressure distribution in a single crack, demonstrating the accuracy of the proposed method by a comparison of FEM-PD solutions with those of PD-only models and analytical solutions. Subsequently, several examples are solved, including a one-dimensional dynamic consolidation problem and the fluid-driven hydraulic fracture propagation problems in both 2D and 3D cases, to comprehensively validate the effectiveness of the proposed methods in simulating deformation and fracture in saturated porous media under the influence of hydro-mechanical coupling. In the presented numerical results, some typical strong dynamic phenomena, such as stepwise crack advancement, crack branching, and pressure oscillations, are observed. In addition, we compare the wall times of all the cases executed on both the GPU and CPU, highlighting the substantial acceleration performance of the GPU, particularly when tackling problems with a significant computational workload.
KW - GPU acceleration
KW - explicit time integration
KW - finite element method
KW - hydro-mechanical coupling
KW - matrix operation
KW - peridynamics
UR - http://www.scopus.com/inward/record.url?scp=85195897445&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85195897445&partnerID=8YFLogxK
U2 - 10.1002/nme.7504
DO - 10.1002/nme.7504
M3 - Article
AN - SCOPUS:85195897445
SN - 0029-5981
VL - 125
JO - International Journal for Numerical Methods in Engineering
JF - International Journal for Numerical Methods in Engineering
IS - 18
M1 - e7504
ER -