Land subsidence: A global challenge

M Bagheri-Gavkosh, SM Hosseini… - Science of The Total …, 2021 - Elsevier
This study presents a comprehensive review of the Land subsidence (LS) cases, as a
worldwide environmental, geological, and global geohazard concern. Here, 290 case …

Risk assessment and management of excavation system based on fuzzy set theory and machine learning methods

SS Lin, SL Shen, A Zhou, YS Xu - Automation in Construction, 2021 - Elsevier
This paper presents a brief review on major accidents and conducts bibliometric analysis of
risk assessment methods for excavation system in recent year. The summarization of …

Inundation risk assessment based on G-DEMATEL-AHP and its application to Zhengzhou flooding disaster

Q Zheng, SL Shen, A Zhou, HM Lyu - Sustainable Cities and Society, 2022 - Elsevier
This study proposed an integrated approach to investigate the flooding risk in urban areas of
mega-cities. The new method integrated the grey decision-making trial and evaluation …

Inundation risk assessment of metro system using AHP and TFN-AHP in Shenzhen

HM Lyu, WH Zhou, SL Shen, AN Zhou - Sustainable Cities and Society, 2020 - Elsevier
Metro system is a vital transportation infrastructure, which has been inundated frequently
during flood season (from May to September) in Shenzhen, China. This study incorporates …

[HTML][HTML] Prediction of disc cutter life during shield tunneling with AI via the incorporation of a genetic algorithm into a GMDH-type neural network

K Elbaz, SL Shen, A Zhou, ZY Yin, HM Lyu - Engineering, 2021 - Elsevier
Disc cutter consumption is a critical problem that influences work performance during shield
tunneling processes and directly affects the cutter change decision. This study proposes a …

Three-dimensional numerical modelling on localised leakage in segmental lining of shield tunnels

HN Wu, SL Shen, RP Chen, A Zhou - Computers and Geotechnics, 2020 - Elsevier
A new numerical approach for modelling the localised leakage of shield tunnel lining is
proposed, in which the localised leakage is simulated using a one-dimensional leakage …

Dynamic prediction of jet grouted column diameter in soft soil using Bi-LSTM deep learning

SL Shen, PG Atangana Njock, A Zhou, HM Lyu - Acta Geotechnica, 2021 - Springer
The bidirectional long short-term memory (Bi-LSTM) network is an innovative computation
paradigm that learns bidirectional long-term dependencies between time steps and …

An integrated framework for the comprehensive evaluation of low impact development strategies

K Koc, Ö Ekmekcioğlu, M Özger - Journal of Environmental Management, 2021 - Elsevier
The impacts of urbanization on water quality, hydrology, society, and the environment can
be minimized through low impact development (LID) practices in urban areas. This study …

A collaborative approach for urban underground space development toward sustainable development goals: Critical dimensions and future directions

FL Peng, YK Qiao, S Sabri, B Atazadeh… - Frontiers of structural …, 2021 - Springer
The utilization of urban underground space (UUS) offers an effective solution to urban
problems but may also negatively affect urban development. Therefore, UUS development …

MCDM-based flood risk assessment of metro systems in smart city development: A review

HM Lyu, ZY Yin, A Zhou, SL Shen - Environmental Impact Assessment …, 2023 - Elsevier
This study presents a review of the multi-criteria decision making (MCDM) methods for flood
risk assessment of metro systems in smart city development. Suggestive perspectives of a …