Abstract
Material point method (MPM) requires a high computational cost associated with mapping information between a background grid and material particles even though it has a great advantage of solving large deformation problems. This paper presents a particle-based parallel scheme for MPM using message passing interface to effectively reduce the computational cost of MPM. Unlike grid-based parallel schemes, computational workloads are evenly distributed over the computing cores by partitioning material particles into balanced particle subsets. The particle-based parallel scheme guarantees an optimal load balancing between the computing cores because the same number of material particles are assigned to each core. The performance of the present particle-based parallel scheme is compared with that of a grid-based parallel scheme.
Original language | English |
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Pages (from-to) | 61-76 |
Number of pages | 16 |
Journal | Computational Particle Mechanics |
Volume | 10 |
Issue number | 1 |
DOIs | |
State | Published - Feb 2023 |
Keywords
- Background grid
- Material particles
- Material point method
- Message passing interface
- Particle-based parallel scheme