Hybrid surrogate model combining physics and data for seismic drift estimation of shear‐wall structures
To address the issue of costly computational expenditure related to high‐fidelity numerical
models, surrogate models have been widely used in various engineering tasks, including …
models, surrogate models have been widely used in various engineering tasks, including …
Structural nonlinear seismic time-history response prediction of urban-scale reinforced concrete frames based on deep learning
C Zhang, W Wen, C Zhai, J Jia, B Zhou - Engineering Structures, 2024 - Elsevier
Efficiently predicting the seismic response of urban building clusters is essential for
preemptively identifying potential seismic hazards prior to an earthquake and optimizing …
preemptively identifying potential seismic hazards prior to an earthquake and optimizing …
Seismic response prediction of a damped structure based on data-driven machine learning methods
T Zhang, W Xu, S Wang, D Du, J Tang - Engineering Structures, 2024 - Elsevier
Dam** technology has been widely used because of its good vibration control effect.
However, due to the strong nonlinearity of the added dampers, accurately predicting the …
However, due to the strong nonlinearity of the added dampers, accurately predicting the …
Multimodal fusion hybrid neural network approach for multi-class damage classification in high-speed rail track-bridge systems with multi-parameter
K Peng, W Zhou, L Jiang, L **ong, WJ Yan - Engineering Structures, 2025 - Elsevier
Widespread attention has been devoted to assessing the seismic performance of high-
speed railway (HSR) networks in regions vulnerable to earthquakes. Existing structural …
speed railway (HSR) networks in regions vulnerable to earthquakes. Existing structural …
Deep Learning in Earthquake Engineering: A Comprehensive Review
Y **e - arxiv preprint arxiv:2405.09021, 2024 - arxiv.org
This article surveys the growing interest in utilizing Deep Learning (DL) as a powerful tool to
address challenging problems in earthquake engineering. Despite decades of advancement …
address challenging problems in earthquake engineering. Despite decades of advancement …