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Jiang, Shui-Hua, Zhu, Guang-Yuan, Wang, Ze Zhou, Huang, Zhuo-Tao, Huang, Jinsong (2023) Data augmentation for CNN-based probabilistic slope stability analysis in spatially variable soils. Computers and Geotechnics, 160. 105501 doi:10.1016/j.compgeo.2023.105501

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Reference TypeJournal (article/letter/editorial)
TitleData augmentation for CNN-based probabilistic slope stability analysis in spatially variable soils
JournalComputers and Geotechnics
AuthorsJiang, Shui-HuaAuthor
Zhu, Guang-YuanAuthor
Wang, Ze ZhouAuthor
Huang, Zhuo-TaoAuthor
Huang, JinsongAuthor
Year2023 (August)Volume160
PublisherElsevier BV
DOIdoi:10.1016/j.compgeo.2023.105501Search in ResearchGate
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Mindat Ref. ID15827900Long-form Identifiermindat:1:5:15827900:0
GUID0
Full ReferenceJiang, Shui-Hua, Zhu, Guang-Yuan, Wang, Ze Zhou, Huang, Zhuo-Tao, Huang, Jinsong (2023) Data augmentation for CNN-based probabilistic slope stability analysis in spatially variable soils. Computers and Geotechnics, 160. 105501 doi:10.1016/j.compgeo.2023.105501
Plain TextJiang, Shui-Hua, Zhu, Guang-Yuan, Wang, Ze Zhou, Huang, Zhuo-Tao, Huang, Jinsong (2023) Data augmentation for CNN-based probabilistic slope stability analysis in spatially variable soils. Computers and Geotechnics, 160. 105501 doi:10.1016/j.compgeo.2023.105501
In(2023) Computers and Geotechnics Vol. 160. Elsevier BV

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Jiang, Shui-Hua, Huang, Jin-Song (2016) Efficient slope reliability analysis at low-probability levels in spatially variable soils. Computers and Geotechnics, 75. 18-27 doi:10.1016/j.compgeo.2016.01.016
Jiang, Shui-Hua, Li, Jian-Ping, Ma, Guo-Tao, Rezania, Mohammad (2024) Probabilistic assessment of 3D slope failures in spatially variable soils by cooperative stochastic material point method. Computers and Geotechnics, 172. 106413 doi:10.1016/j.compgeo.2024.106413
Jiang, Shui-Hua, Huang, Jinsong, Griffiths, D.V., Deng, Zhi-Ping (2022) Advances in reliability and risk analyses of slopes in spatially variable soils: A state-of-the-art review. Computers and Geotechnics, 141. 104498pp. doi:10.1016/j.compgeo.2021.104498
Jiang, Shui-Hua, Huang, Jinsong, Zhou, Chuang-Bing (2017) Efficient system reliability analysis of rock slopes based on Subset simulation. Computers and Geotechnics, 82. 31-42 doi:10.1016/j.compgeo.2016.09.009
Xiong, Wei; Jiang, Shui-Hua; Wan, Jian-Hong; Zhou, Chuang-Bing; Gao, Liang (2025) Probabilistic investigation of the whole process of backward erosion piping for a two-layered levee in spatially variable soils. Computers and Geotechnics, 184. doi:10.1016/j.compgeo.2025.107244
Jiang, Shui‐Hua, Liu, Xian, Huang, Jinsong, Zhou, Chuang‐Bing (2022) Efficient reliability‐based design of slope angles in spatially variable soils with field data. International Journal for Numerical and Analytical Methods in Geomechanics, 46 (13) 2461-2490 doi:10.1002/nag.3414
WU, Chongzhi, WANG, Ze Zhou, GOH, Siang Huat, ZHANG, Wengang (2024) Comparing 2D and 3D slope stability in spatially variable soils using random finite-element method. Computers and Geotechnics, 170. 106324 doi:10.1016/j.compgeo.2024.106324
Jiang, Shui-Hua, Huang, Jinsong, Qi, Xiao-Hui, Zhou, Chuang-Bing (2020) Efficient probabilistic back analysis of spatially varying soil parameters for slope reliability assessment. Engineering Geology, 271. 105597pp. doi:10.1016/j.enggeo.2020.105597
Griffiths, D.V., Huang, Jinsong, Fenton, Gordon A. (2011) Probabilistic infinite slope analysis. Computers and Geotechnics, 38. 577-584 doi:10.1016/j.compgeo.2011.03.006
ChwaƂa, Marcin (2021) Upper-bound approach based on failure mechanisms in slope stability analysis of spatially variable c-φ soils. Computers and Geotechnics, 135. 104170pp. doi:10.1016/j.compgeo.2021.104170
Huang, Lei, Liu, Lei-Lei, Cheng, Yung-Ming (2024) In fluence of a firm stratum on probabilistic slope stability analyses with spatially variable undrained soil strength. Computers and Geotechnics, 176. doi:10.1016/j.compgeo.2024.106782
 
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