Implicit Bonded Discrete Element Method with Manifold Optimization

This article 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 modeling. 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 finite element method and material point method fragmentation approaches. Additionally, our method achieves a computational speedup of 2.1 to 9.8 times over explicit BDEM methods.

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Publication Details

Journal
ACM Transactions on Graphics
Published
2025-01-09
DOI
https://doi.org/10.1145/3711852
Citations
2
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
2.67
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article

Implicit Bonded Discrete Element Method with Manifold Optimization

Shi‐Min Hu, Chenfeng Li, Geng-Chen Cao, Jiaming Lu
2 citations
ACM Transactions on Graphics
Advanced Numerical Analysis Techniques
2.67
article

Implicit Bonded Discrete Element Method with Manifold Optimization

Shi‐Min Hu, Chenfeng Li, Geng-Chen Cao, Jiaming Lu
article en
2 citations

Abstract

This article 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 modeling. 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 finite element method and material point method fragmentation approaches. Additionally, our method achieves a computational speedup of 2.1 to 9.8 times over explicit BDEM methods.

ACM Transactions on GraphicsVol. 44(1)
Swansea University (GB), Tsinghua University (CN)
Openalex Percentile: Top 15%
Advanced Numerical Analysis Techniques
2.67
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