Three-dimensional;
GPU parallel SPH;
Random field theory;
Monte Carlo simulation;
Large deformation fluid-solid coupling;
SPATIAL VARIABILITY;
LARGE-DEFORMATION;
STABILITY ANALYSIS;
RELIABILITY;
SIMULATION;
FLOWS;
GPU;
D O I:
10.1016/j.enggeo.2025.108017
中图分类号:
P5 [地质学];
学科分类号:
0709 ;
081803 ;
摘要:
At present, the three-dimensional (3D) landslide post-failure behaviors probabilistic model has been limited due to many technical challenges, especially computational efficiency. This also restrains the exploration of the impact of geometries and geo-conditions in the direction perpendicular to the 2D plane. This study proposes a novel 3D stochastic numerical simulation model combined the high-performance GPU-accelerated SPH method with geotechnical random field theory. Utilizing GPUs for deterministic calculation of landslide large deformation post-behavior achieves computational speeds exceeding those of CPUs by approximately 53 to 100 times. Furtherly, the computational cost as low as 4.3 min per deterministic sample, thus markedly enhancing computational efficiency. Moreover, it considers the number of Karhunen-Loe`ve expansion terms, the fluctuation scale of anisotropy in the direction perpendicular to the 2D plane, and the cross-correlation of the internal friction angle and cohesion to illustrate their influence on probability distribution and variability of landslide behavior indexes. Additionally, slope model with retaining wall is conduct for risk assessment, which suggests that strengthening reinforcement of slope may not only restrains the post-failure behavior of landslide, but also optimizes the probability distribution of its evaluation indexes, reducing the difficulty of prediction. The 3D stochastic simulation framework excels in characterizing complex slope geometries and geo-conditions, providing more accurate risk assessment and mechanism analysis of landslides. This study advances the understanding of 3D landslide large deformation risk analysis, offering practical insights for real-region slope engineering application.
机构:
Tongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R China
Univ Macau, State Key Lab Internet Things Smart City, Macau, Peoples R China
Univ Macau, Dept Ocean Sci & Technol, Macau, Peoples R ChinaTongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R China
Li, Shuang
Peng, Ming
论文数: 0引用数: 0
h-index: 0
机构:
Tongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R ChinaTongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R China
Peng, Ming
Gao, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, State Key Lab Internet Things Smart City, Macau, Peoples R China
Univ Macau, Dept Ocean Sci & Technol, Macau, Peoples R ChinaTongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R China
Gao, Liang
Xia, Chengzhi
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h-index: 0
机构:
Tongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R ChinaTongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R China
Xia, Chengzhi
Zhu, Yan
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h-index: 0
机构:
China Shipbldg NDRI Engn Co LTD, Shanghai, Peoples R ChinaTongji Univ, Coll Civil Engn, Dept Geotech Engn, 1239 Siping Rd, Shanghai, Peoples R China
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Weijie Zhang
Jian Ji
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h-index: 0
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Jian Ji
Yufeng Gao
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h-index: 0
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Yufeng Gao
Xiaoyu Li
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h-index: 0
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Xiaoyu Li
Chunshun Zhang
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h-index: 0
机构:
Department of Civil Engineering,Monash UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Weijie Zhang
Jian Ji
论文数: 0引用数: 0
h-index: 0
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Jian Ji
Yufeng Gao
论文数: 0引用数: 0
h-index: 0
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Yufeng Gao
Xiaoyu Li
论文数: 0引用数: 0
h-index: 0
机构:
Key Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai UniversityKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
Xiaoyu Li
Chunshun Zhang
论文数: 0引用数: 0
h-index: 0
机构:
Department of Civil Engineering,MonashKey Lab of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University
机构:
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Kang, Jingyu
Fu, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Fu, Xiaodong
Tian, Ning
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Tian, Ning
Sheng, Qian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Sheng, Qian
Chen, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R China
CAS HEC, China Pakistan Joint Res Ctr Earth Sci, Islamabad, PakistanChinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Chen, Jian
Ali, Nafees
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R China
CAS HEC, China Pakistan Joint Res Ctr Earth Sci, Islamabad, PakistanChinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China