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High-accuracy adaptive modeling of the energy distribution of a meniscus-shaped cell culture in a Petri dish

机译:培养皿中弯月形细胞培养物能量分布的高精度自适应建模

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摘要

Cylindrical Petri dishes embedded in a rectangular waveguide and exposed to a polarized electromagnetic wave are often used to grow cell cultures. To guarantee the success of these cultures, it is necessary to enforce that the specific absorption rate distribution is sufficiently high and uniform over the Petri dish. Accurate numerical simulations are needed to design such systems. These simulations constitute a challenge due to the strong discontinuity of electromagnetic material properties involved, the relative low field value within the dish cultures compared with the rest of the domain, and the presence of the meniscus shape developed at the liquid boundary. The latter greatly increases the level of complexity of the model in terms of geometry and intensity of the gradients/singularities of the field solution. In here, we employ a three-dimensional (3D) hp-adaptive finite element method using isoparametric elements to obtain highly accurate simulations. We analyze the impact of the geometrical modeling of the meniscus shape cell culture in the hp-adaptivity. Numerical results showing the error convergence history indicate the numerical difficulties arisen due to the presence of a meniscus-shaped object. At the same time, the resulting energy distribution shows that to consider such meniscus shape is essential to guarantee the success of the cell culture from the biological point of view.
机译:嵌入在矩形波导中并暴露于极化电磁波的圆柱形培养皿通常用于培养细胞培养物。为了保证这些培养的​​成功,有必要强制在培养皿上的比吸收率分布足够高且均匀。设计此类系统需要精确的数值模拟。由于涉及的电磁材料特性的强烈不连续性,与培养皿中其余区域相比培养皿中相对较低的磁场值以及在液体边界处形成的弯月面形状,这些模拟构成了挑战。后者极大地增加了模型的复杂性,就几何形状和现场解决方案的梯度/奇点的强度而言。在这里,我们使用等参元素的三维(3D)hp自适应有限元方法来获得高精度的模拟。我们分析了半月板形状细胞培养在hp适应性中的几何建模的影响。显示误差收敛历史的数值结果表明,由于存在弯月形物体而产生了数值困难。同时,所产生的能量分布表明,从生物学的角度出发,考虑这种弯月面形状对于保证细胞培养的成功至关重要。

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