过去,现在和未来的多尺度建模应用到海浪结构相互作用在海洋工程中的海洋工程
V Sriram1,2, Shaswat Saincher1, S Yan3
1Department of Ocean Engineering, Indian Institute of Technology Madras , Chennai, India.
概括
本综述探讨了波结构相互作用的多尺度建模,详细介绍了域和功能分解方法. 它突出了20年来海洋工程中的协作研究和机器学习应用.
科学领域:
- 海洋工程 海洋工程
- 计算流体动力学的流体动力学.
- 波结构相互作用 波结构相互作用
背景情况:
- 多尺度建模对于复杂的波结构相互作用至关重要.
- 现有的方法包括域和功能分解方法.
研究的目的:
- 审查过去20年来在波结构相互作用中的多尺度建模的演变和应用.
- 巩固过去,现在和未来的研究贡献.
- 讨论协作研究和机器学习的作用.
主要方法:
- 域分解:远场 (潜在流) 和近场 (纳维埃-斯托克斯) 的空间分离.
- 功能分解:用于自由表面识别的分离速度场.
- 使用分区/单体方案和基于网格/无网格的方法进行实施.
主要成果:
- 建立了跨多种数值技术的多尺度建模的适用性.
- 确定了对比研究的需要,以建立最佳实践.
- 突出了机器学习在大型海洋工程中的新兴作用.
结论:
- 多尺度建模显著推进了波结构相互作用研究.
- 协作努力和机器学习是未来进步的关键.
- 牛顿国际奖学金支持这一领域的下一代研究人员.
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