Parallelization of Three Dimensional Cardiac Simulation on GPU

被引:0
|
作者
Li, Qin [1 ]
Zhu, Xin [2 ]
Chen, Wenxi [1 ]
机构
[1] Univ Aizu, Grad Sch Comp Sci & Engn, Aizu Wakamatsu, Fukushima 9658580, Japan
[2] Tokyo Med & Dent Univ, M&D Data Sci Ctr, Dept AI Technol Dev, Tokyo 1010062, Japan
关键词
simulation; modeling; cardiac electrophysiology; parallelization; GPU; MODEL; ALGORITHM; BIDOMAIN;
D O I
10.3390/biomedicines12092126
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: The simulation of electrophysiological cardiac models plays an important role in facilitating the investigation of cardiac behavior under various conditions. However, these simulations often require a lot of computational resources. Methods: To address this challenge, this study introduced a method for speeding up three-dimensional cardiac simulations using GPU parallelization. A series of optimizations was introduced, encompassing various aspects such as data storage, algorithmic enhancements, and data transfer. Results: The experimental results reveal that the optimized GPU parallel simulations achieve an approximate 50-fold acceleration compared with their CPU serial program. Conclusion: This investigation substantiates the considerable potential of GPUs in advancing the field of cardiac electrophysiology simulations.
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收藏
页数:28
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