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A study on the simulation of HL-1 unicellular model based on numerical methods

机译:基于数值方法的HL-1单细胞模型仿真研究

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With rapid development in imaging modalities and computer power, computational model of cardiac electrophysiology field has been integrated with more and more powerful and sophisticated numerical solvers, which aims to give people a more accurate understanding of the heart in pathological conditions. However, due to the limitation of the accuracy that the numerical methods could reach, the computational models may not yet be so accurate. In this paper, an implementation of Takeuchi-HL-1 unicellular model based on the first-order Euler method and the fourth-order Runge-Katta RK4 method is introduced. Besides accuracy, our work is also mainly focused on the optimization of data utilization based on the Runge-Kutta RK4 method. Through our work, it is shown that the higher order of accuracy method does give us a more accurate simulation result, while the time consumption is generally acceptable.
机译:随着成像方式和计算机能力的飞速发展,心脏电生理领域的计算模型已与越来越强大和复杂的数值求解器集成在一起,旨在使人们对病理条件下的心脏有了更准确的了解。但是,由于数值方法可能达到的精度限制,因此计算模型可能还不够精确。本文介绍了基于一阶欧拉方法和四阶Runge-Katta RK4方法的Takeuchi-HL-1单细胞模型的实现。除了准确性,我们的工作还主要集中在基于Runge-Kutta RK4方法的数据利用优化上。通过我们的工作表明,精度较高的方法的确可以为我们提供更准确的仿真结果,而时间消耗通常是可以接受的。

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