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Projective Peridynamic Modeling of Hyperelastic Membranes With Contact

Authors :
Lu, Zixuan
He, Xiaowei
Guo, Yuzhong
Liu, Xuehui
Wang, Huamin
Source :
IEEE Transactions on Visualization and Computer Graphics; August 2024, Vol. 30 Issue: 8 p4601-4614, 14p
Publication Year :
2024

Abstract

Real-time simulation of hyperelastic membranes like cloth still faces a lot of challenges, such as hyperplasticity modeling and contact handling. In this study, we propose projective peridynamics that uses a local-global strategy to enable fast and robust simulation of hyperelastic membranes with contact. In the global step, we propose a semi-implicit strategy to linearize the governing equation for hyperelastic materials that are modeled with peridynamics. By decomposing the first Piola-Kirchhoff stress tensor into a positive and a negative part, successive substitutions can be taken to solve the nonlinear problems. Convergence is guaranteed by further addressing the overshooting problem. Since our global step solve requires no energy summation and dot product operations over the entire problem, it fits into GPU implementation perfectly. In the local step, we further present a GPU-friendly gradient descent method to prevent interpenetration by solving an optimization problem independently. Putting the global and local solves together, experiments show that our method is robust and efficient in simulating complex models of membranes involving hyperelastic materials and contact.

Details

Language :
English
ISSN :
10772626
Volume :
30
Issue :
8
Database :
Supplemental Index
Journal :
IEEE Transactions on Visualization and Computer Graphics
Publication Type :
Periodical
Accession number :
ejs66894549
Full Text :
https://doi.org/10.1109/TVCG.2023.3271511