具有流形优化的隐式键合离散元法

IF 7.8 1区 计算机科学 Q1 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Jia-Ming Lu, Geng-Chen Cao, Chenfeng Li, Shi-min Hu
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引用次数: 0

摘要

本文提出了一种将隐式积分与键合离散元法(BDEM)相结合的新型模拟方法,以实现更快、更稳定、更准确的断裂模拟。该方法充分利用了动态模拟中隐式格式的有效性和裂缝建模中BDEM的通用性。具体来说,引入了一种基于优化的BDEM积分器,并将其与流形优化方法相结合,加快了四元数约束系统的求解过程。对比实验表明,该方法比FEM和MPM碎裂方法具有更好的尺度一致性和更真实的碰撞效果。此外,我们的方法比显式BDEM方法实现了2.1 ~ 9.8倍的计算加速。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implicit Bonded Discrete Element Method with Manifold Optimization
This paper proposes a novel simulation approach that combines implicit integration with the Bonded Discrete Element Method (BDEM) to achieve faster, more stable and more accurate fracture simulation. The new method leverages the efficiency of implicit schemes in dynamic simulation and the versatility of BDEM in fracture modelling. Specifically, an optimization-based integrator for BDEM is introduced and combined with a manifold optimization approach to accelerate the solution process of the quaternion-constrained system. Our comparative experiments indicate that our method offers better scale consistency and more realistic collision effects than FEM and MPM fragmentation approaches. Additionally, our method achieves a computational speedup of 2.1 ∼ 9.8 times over explicit BDEM methods.
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来源期刊
ACM Transactions on Graphics
ACM Transactions on Graphics 工程技术-计算机:软件工程
CiteScore
14.30
自引率
25.80%
发文量
193
审稿时长
12 months
期刊介绍: ACM Transactions on Graphics (TOG) is a peer-reviewed scientific journal that aims to disseminate the latest findings of note in the field of computer graphics. It has been published since 1982 by the Association for Computing Machinery. Starting in 2003, all papers accepted for presentation at the annual SIGGRAPH conference are printed in a special summer issue of the journal.
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