Multi-Scale Modeling of Mechanobiological Behavior of Bone

B. Tlili, Hichem Guizani, K. Aouadi, M. Nasser
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引用次数: 1

Abstract

The simulation and theoretical or numerical predictive modeling of the development and growth of biological tissues mainly in the case of bone is a complicated task. As a result, many and various knowledge tools required (experimental, theoretical and numerical) are not yet mastered and even discovered. We will cite here some techniques and methods as well as results specific to the multi-scale numerical modeling methodology, and multiphysics using finite element coupling with neural network computation of biological tissues applied to the predictive behavior of cortical bone based of the microstructure of their local constituents and their reconstruction according to local mechanobiology. It follows that additional work is necessary to give more precision on the different models, the considered approaches show their potential utility to understand this behavior in terms of biological evolutions as well as the subsequent use in medical applications.
骨力学生物学行为的多尺度建模
以骨为例,对生物组织的发育和生长进行模拟和理论或数值预测建模是一项复杂的任务。因此,许多所需的各种知识工具(实验的、理论的和数值的)还没有被掌握甚至被发现。我们将在这里引用一些技术和方法以及特定于多尺度数值建模方法的结果,以及使用有限元耦合神经网络计算生物组织的多物理场,应用于基于局部成分微观结构的皮质骨预测行为,并根据局部力学生物学进行重建。因此,需要进行额外的工作以提高不同模型的精确度,所考虑的方法显示了它们在理解生物进化方面的这种行为以及随后在医学应用中的使用方面的潜在效用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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