A comprehensive review of resilience of urban metro systems: A perspective from earthquake engineering

J Hu, W Wen, C Zhai, S Pei - Tunnelling and Underground Space …, 2024 - Elsevier
The paper presents a systematic review of the research advancements on the resilience of
urban metro systems from the perspective of earthquake engineering. The review covers the …

Seismic fragility analysis of slopes: Method development, practical application and future prospects

H Hu, Y Bao, Y Huang, M Xiong, W Mao, B Zou… - Soil Dynamics and …, 2025 - Elsevier
Seismic fragility represents conditional probabilities of exceeding various limit states of an
engineering system under a range of seismic hazard levels, which is a prerequisite …

Pulse-type seismic response prediction for uncertain structures based on the attention mechanism and wavelet decomposition augmented decomposition learning

B Liu, Q Xu, J Chen, Y Wang, J Liu, J Li - Engineering Failure Analysis, 2025 - Elsevier
Accurate prediction of structural responses under seismic action is important for the
performance assessment of structures. However, depending on the variability of the …

Dynamic reliability and seismic fragility analysis for high concrete-faced rockfill dam slopes subjected to stochastic earthquake and parameter excitation via PDEM

R Pang, H Yao, B Xu - Soil Dynamics and Earthquake Engineering, 2024 - Elsevier
The randomness of material parameters and earthquake excitation greatly impacts the
seismic stability of high concrete-faced rockfill dam (CFRD) slopes. However, no research …

ANN deformation prediction model for deep foundation pit with considering the influence of rainfall

X Wei, S Cheng, R Chen, Z Wang, Y Li - Scientific Reports, 2023 - nature.com
Deep foundation pits involving complex soil–water-structure interactions are often at a high
risk of failure under heavy rainfall. Predicted deformation is an important index for early risk …

A nonlinear structural pulse-like seismic response prediction method based on pulse-like identification and decomposition learning

B Liu, Q Xu, J Chen, Y Wang, J Chen… - Smart Materials and …, 2024 - iopscience.iop.org
Accurate and fast prediction of structural response under seismic action is important for
structural performance assessment, however, existing deep learning-based prediction …

A double-layer progressive architecture-based surrogate model for efficiency analysis of spiral shaft in shield machine

Y Lv, L Lin, S Fu, H Guo, L Zu, S Suo, Y Liu… - Automation in …, 2024 - Elsevier
To address existing methodological limitations, a novel method for constructing a simulation
surrogate model for a spiral shaft is proposed based on a double-layer progressive …

Machine learning-based resilience assessment of tunnel under explosions: Integrating post-explosion loss and recovery models

C Zhang, B Zhang, D Zhang, Z Huang… - Computers and …, 2025 - Elsevier
The frequent occurrence of regional conflicts and occasional explosions poses a severe
threat to the operational safety of underground tunnels. To this end, a detailed resilience …

Rapid resilience assessment framework for mountain tunnels subjected to near-fault seismic ground motions

S Meng, W Li, Z Liu, J Liu, W He, C Yang, J Zhao… - Soil Dynamics and …, 2024 - Elsevier
This study proposes a rapid seismic resilience assessment framework of tunnels in
mountain regions considering the topography amplification effect and tunnel-soil dynamic …

Seismic retrofit of underground structure with large opening using beam-end horizontal haunch

Z Zhang, G Yao, Y Yuan, H Yu, E Bilotta - Structures, 2024 - Elsevier
Underground structures with large openings (USLO), especially those that allow natural light
and fresh air, have emerged as alternatives to mitigate the weaknesses of traditional …