Abstract
Stokes flow, discussed by G.G. Stokes in 1851, describes many microscopic biological flow phenomena, including cilia-driven transport and flagellar motility; the need to quantify and understand these flows has motivated decades of mathematical and computational research. Regularized stokeslet methods, which have been used and refined over the past 20 years, offer significant advantages in simplicity of implementation, with a recent modification based on nearest-neighbour interpolation providing significant improvements in efficiency and accuracy. Moreover this method can be implemented with the majority of the computation taking place through built-in linear algebra, entailing that state-of-the-art hardware and software developments in the latter, in particular multicore and GPU computing, can be exploited through minimal modifications ('passive parallelism') to existing Matlab computer code. Hence, and with widely available GPU hardware, significant improvements in the efficiency of the regularized stokeslet method can be obtained. The approach is demonstrated through computational experiments on three model biological flows: undulatory propulsion of multiple Caenorhabditis elegans, simulation of progression and transport by multiple sperm in a geometrically confined region, and left-right symmetry breaking particle transport in the ventral node of the mouse embryo. In general an order-of-magnitude improvement in efficiency is observed. This development further widens the complexity of biological flow systems that are accessible without the need for extensive code development or specialist facilities. This article is part of the theme issue 'Stokes at 200 (part 2)'.
| Original language | English |
|---|---|
| Article number | 20190528 |
| Number of pages | 18 |
| Journal | Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences |
| Volume | 378 |
| Issue number | 2179 |
| Early online date | 3 Aug 2020 |
| DOIs | |
| Publication status | Published - 4 Sept 2020 |
Keywords
- GPU
- cilia
- flagella
- regularized stokeslets
ASJC Scopus subject areas
- General Mathematics
- General Engineering
- General Physics and Astronomy
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Dive into the research topics of 'Passively parallel regularized stokeslets'. Together they form a unique fingerprint.Research output
- 1 Citations
- 1 Article
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The art of coarse Stokes: Richardson extrapolation improves the accuracy and efficiency of the method of regularized stokeslets
Gallagher, M. T. & Smith, D., 26 May 2021, In: Royal Society Open Science. 8, 5, 210108.Research output: Contribution to journal › Article › peer-review
Open AccessFile239 Downloads (Pure)
Projects
- 1 Finished
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Rapid sperm capture: integrating live imaging and machine learning to optimise fertility treatment
Kirkman-Brown, J. (Co-Investigator) & Smith, D. (Principal Investigator)
Engineering & Physical Science Research Council
1/07/16 → 30/06/22
Project: Research Councils
Equipment
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Birmingham Environment for Academic Research (BEAR)
Facility/equipment: Equipment
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