Methods for Improving Performance of Particle Tracking and Image Registration in Computational Lung Modeling Using Multi-core CPUs and GPUs PDF Download

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Methods for Improving Performance of Particle Tracking and Image Registration in Computational Lung Modeling Using Multi-core CPUs and GPUs

Methods for Improving Performance of Particle Tracking and Image Registration in Computational Lung Modeling Using Multi-core CPUs and GPUs PDF Author: Nathan David Ellingwood
Publisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 103

Book Description
Though parallelization was straightforward, the complex geometry of the lungs and use of an unstructured mesh provided challenges that were addressed by the GPU methods. The results of the GPU methods were tested for various numbers of particles and compared to a previously validated single-threaded CPU version and demonstrated dramatic speedup over the single-threaded CPU version and 12-threaded CPU versions.
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