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georisk: assessment and management of risk for engineered systems and geohazards

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Papers36
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Journal Papers 53
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Report for the Sixth Machine Learning in Geotechnics Dialogue (6MLIGD) on “ML revolution in geotechnics: transforming practice and education for future engineers”
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-06-11
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PREAI
deleteE. Soranzo; N. Yousefpour; Andy Y.F. Leung; Z. Q. Liu
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Generation of 3D subsurface stratigraphic model using boreholes located outside the target site
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-06-07
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deleteOAAI
deleteBorui Lyu; Yu Wang; Lawrence K.W. Shum; C.L. Chan; Richard C.M. Ho
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An adaptive framework for refining rainfall thresholds based on geoenvironmental similarities to enhance shallow landslide prediction
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-05-28
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PREAI
deleteZihao Deng; Junyu Wu; Qing Lü; Yang Yu
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A Physico-Data TRIGRS model for county-scale shallow landslide dynamic hazard assessment
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-05-24
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PREAI
deleteFaming Huang; Ziyi Chen; Zhilu Chang; Mohammad Rezania; Guotao Ma; Yang Yang; Bingchen Jiang; Liwang Wen
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Machine learning-driven, near-surface velocity modelling in the North Sea: using onshore data to predict offshore conditions
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-05-24
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PREAI
deleteMorgan D. Sanger; Brian Carlton; Zhongqiang Liu; Maarten Vanneste; Luke Griffiths; Brett W. Maurer
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A spoiler pipe–based active scour protection concept for offshore monopile foundations under steady currents
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-05-12
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PREAI
deleteHuihuan Ma; Fangwei Liu; Yu Feng; Daniel Dias
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SD-WLSNet: diffusion-augmented small-sample water leakage segmentation in metro tunnel linings
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-21
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PREAI
deleteXiaoxi Hu; Jiashu Wang; Zhecheng Shi; Hongwei Huang; Jiayao Chen
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A multi-objective physics-informed machine learning framework for landslide susceptibility mapping
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-15
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PREAI
deleteHongzhi Cui; Te Pei; Naresh Devineni; Yingli Tian; Chaopeng Shen; Jian Ji
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Seismic railway alignment optimisation integrating probabilistic fault-crossing risk assessment
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-12
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PREAI
deleteTaoran Song; Hao Pu; T. Y. Yang; Paul Schonfeld; Xinjie Wan; Xiaochuan Ma; Wei Liu
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Parametric evaluation of sampling schemes for LRFD of top deflections in laterally loaded piles
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-10
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PREAI
deleteYongbo Gan; Yajun Li; Wei Che; Haoyuan Liu; Bin Zhang
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The role of load variations in assessing credible dike failure probabilities: balancing load and strength uncertainties
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-09
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deleteOAAI
deleteBart Strijker; Sebastiaan N. Jonkman; Matthijs Kok
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Risk evolution of valley cities under compound flooding: a case study of Yingde City, China
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-09
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PREAI
deleteXin Li; Yanhao Zheng; Jinhui Li; Leizhi Wang; Yintang Wang
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A novel self-sensing spudcan for real-time safety assessment
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-07
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PREAI
deleteJinhui Li; Yuanyuan Wang; Wenjun Lu; Jiantao Liu
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High-order shape functions-based KL expansion for discretizing irregular and multi-dimensional random fields
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-06
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PREAI
deleteZhihao Jiang; Xiaohui Tan; Shanwei Liu; Zhitang Lu; Xiaoliang Hou; Yi Yang
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Intelligent prediction of post-seismic debris flow source volumes: a physics-informed generative deep learning framework
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-06
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PREAI
deleteTianlong Wang; Hao Yang; Hongyue Sun
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Gully evolution mechanism of a tailings dam triggered by high-intensity rainfall based on test modelling of 3D surface shape change
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-04-06
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PREAI
deleteHao Liu; Chunhe Yang; Chao Zhang; Qinglin Chen; Jie Tang; Xuan Liu
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A multidimensional digital twin framework for mine water-sand mixture inrush prevention and control: collaborative multi-physical entities and multi-source data-driven intelligent governance
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-03-26
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PREAI
deleteBaofu Wu; Wanghua Sui; Guilei Han
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Physics-informed data-driven modelling and computation in geotechnics
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-03-11
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PREAI
deleteYushuo Zhang; Pin Zhang
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Bootstrap-enhanced BUS method for probabilistic characterisation of correlated geotechnical parameters with sparse data
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-03-10
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PREAI
deleteSu Ouyang; Shui-Hua Jiang; Jian-Hong Wan; Chuang-Bing Zhou
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A stacked ensemble machine learning technique for landslide susceptibility mapping in Meghalaya, India
deletegeorisk: assessment and management of risk for engineered systems and geohazards
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delete2026-03-06
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PREAI
deleteMoziihrii Ado; Nongmaithem Kane; Khwairakpam Amitab
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