Abstract
General-purpose computation on Graphics Processing Units (GPU) on personal computers has recently become an attractive alternative to parallel computing on clusters and supercomputers. We present the GPU-implementation of an accurate molecular dynamics algorithm for a system of spheres. The new hybrid CPU-GPU implementation takes into account all the degrees of freedom, including the quaternion representation of 3D rotations. For additional versatility, the contact interaction between particles is defined using a force law of enhanced generality, which accounts for the elastic and dissipative interactions, and the hard-sphere interaction parameters are translated to the soft-sphere parameter set. We prove that the algorithm complies with the statistical mechanical laws by examining the homogeneous cooling of a granular gas with rotation. The results are in excellent agreement with well established mean-field theories for low-density hard sphere systems. This GPU technique dramatically reduces user waiting time, compared with a traditional CPU implementation.
| Original language | English |
|---|---|
| Title of host publication | Powders and Grains 2013 |
| Subtitle of host publication | Proceedings of the 7th International Conference on Micromechanics of Granular Media |
| Editors | Aibing Yu, Kejun Dong, Runyu Yang, Stefan Luding |
| Publisher | American Institute of Physics |
| Pages | 169-172 |
| ISBN (Print) | 978-0-7354-1166-1 |
| DOIs | |
| Publication status | Published - 8 Jul 2013 |
| Event | 7th International Conference on Micromechanics of Granular Media, Powders and Grains 2013 - Sydney, Australia Duration: 8 Jul 2013 → 12 Jul 2013 Conference number: 7 http://www.pg2013.unsw.edu.au/ |
Publication series
| Name | AIP conference proceedings |
|---|---|
| Publisher | AIP Publishing |
| Volume | 1542 |
| ISSN (Print) | 0094-243X |
| ISSN (Electronic) | 1551-7616 |
Conference
| Conference | 7th International Conference on Micromechanics of Granular Media, Powders and Grains 2013 |
|---|---|
| Abbreviated title | Powders & Grains |
| Country/Territory | Australia |
| City | Sydney |
| Period | 8/07/13 → 12/07/13 |
| Internet address |
Keywords
- MD
- DEM
- Homogeneous cooling
- Friction and rotations
- Numerical methods
- GPU
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