A comparative analysis of mesh-based and particle-based numerical methods for landslide run-out simulations

IF 2.5 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Marco Fois , Federico Gatti , Carlo de Falco , Luca Formaggia
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引用次数: 0

Abstract

Landslides are among the most dangerous natural disasters, with their unpredictability and potential for catastrophic human and economic losses exacerbated by climate change. Continuous monitoring and precise modeling of landslide-prone areas are crucial for effective risk management and mitigation. This study explores two distinct numerical simulation approaches: the mesh-based finite element model and the particle-based model. Both methods are analyzed for their ability to simulate landslide dynamics, focusing on their respective advantages in handling complex terrain, material interactions, and large deformations. A modified version of the second-order Taylor-Galerkin scheme and the depth-averaged Material Point Method are employed to model gravity-driven free surface flows, based on depth-integrated incompressible Navier–Stokes equations. The methods are rigorously tested against benchmarks and applied to a real-world scenario to assess their performance, strengths, and limitations. The results offer insights into selecting appropriate simulation techniques for landslide analysis, depending on specific modeling requirements and computational resources.
基于网格和基于粒子的滑坡失控模拟数值方法比较分析
山体滑坡是最危险的自然灾害之一,其不可预测性和造成灾难性人员和经济损失的可能性因气候变化而加剧。对滑坡易发地区进行持续监测和精确建模,对于有效管理和缓解风险至关重要。本研究探讨了两种不同的数值模拟方法:基于网格的有限元模型和基于粒子的模型。研究分析了这两种方法模拟滑坡动力学的能力,重点关注它们在处理复杂地形、材料相互作用和大变形方面的各自优势。在深度积分不可压缩纳维-斯托克斯方程的基础上,采用了二阶泰勒-加勒金方案的改进版和深度平均材料点方法来模拟重力驱动的自由表面流。根据基准对这些方法进行了严格测试,并将其应用于实际情况,以评估其性能、优势和局限性。结果为根据具体的建模要求和计算资源为滑坡分析选择适当的模拟技术提供了启示。
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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来源期刊
Computers & Fluids
Computers & Fluids 物理-计算机:跨学科应用
CiteScore
5.30
自引率
7.10%
发文量
242
审稿时长
10.8 months
期刊介绍: Computers & Fluids is multidisciplinary. The term ''fluid'' is interpreted in the broadest sense. Hydro- and aerodynamics, high-speed and physical gas dynamics, turbulence and flow stability, multiphase flow, rheology, tribology and fluid-structure interaction are all of interest, provided that computer technique plays a significant role in the associated studies or design methodology.
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