Human lungs fluid mechanics: an overview of current modelling techniques

IF 2.2 4区 物理与天体物理 Q4 CHEMISTRY, PHYSICAL
Francesco Romanò
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引用次数: 0

Abstract

Fluid mechanics governs numerous physiological processes in the respiratory system, influencing airflow dynamics, particle transport and aerosol formation, airway stability, mucus transport, surfactant mechanics, and pulmonary oedema. Over the past decades, engineers, physicists, and biomedical scientists have developed a wide range of models to describe these processes across multiple spatial and temporal scales. This paper provides an integrated overview of current modelling techniques in pulmonary fluid mechanics, emphasizing the multiscale and multiphysics nature of the lung. After discussing the principal challenges in simulating the mechanics of human lungs, we review the hierarchy of modelling approaches, from first-principle continuum formulations to reduced-order and data-driven models. We then explore strategies for coupling these models and conclude with a perspective on future directions, including the need for benchmark cases and clinically robust indicators for model validation.

Abstract Image

人体肺流体力学:当前建模技术的概述。
流体力学控制着呼吸系统的许多生理过程,影响气流动力学、颗粒运输和气溶胶形成、气道稳定性、粘液运输、表面活性剂力学和肺水肿。在过去的几十年里,工程师、物理学家和生物医学科学家已经开发了广泛的模型来描述跨越多个空间和时间尺度的这些过程。本文提供了一个综合概述当前建模技术在肺流体力学,强调肺的多尺度和多物理场的性质。在讨论了模拟人体肺部力学的主要挑战之后,我们回顾了建模方法的层次结构,从第一原理连续体公式到降阶和数据驱动模型。然后,我们探讨了将这些模型耦合起来的策略,并对未来的方向进行了展望,包括需要基准病例和临床稳健性指标来验证模型。
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来源期刊
The European Physical Journal E
The European Physical Journal E CHEMISTRY, PHYSICAL-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
2.60
自引率
5.60%
发文量
92
审稿时长
3 months
期刊介绍: EPJ E publishes papers describing advances in the understanding of physical aspects of Soft, Liquid and Living Systems. Soft matter is a generic term for a large group of condensed, often heterogeneous systems -- often also called complex fluids -- that display a large response to weak external perturbations and that possess properties governed by slow internal dynamics. Flowing matter refers to all systems that can actually flow, from simple to multiphase liquids, from foams to granular matter. Living matter concerns the new physics that emerges from novel insights into the properties and behaviours of living systems. Furthermore, it aims at developing new concepts and quantitative approaches for the study of biological phenomena. Approaches from soft matter physics and statistical physics play a key role in this research. The journal includes reports of experimental, computational and theoretical studies and appeals to the broad interdisciplinary communities including physics, chemistry, biology, mathematics and materials science.
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