The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

Y **e, M Ebad Sichani, JE Padgett… - Earthquake …, 2020 - journals.sagepub.com
Machine learning (ML) has evolved rapidly over recent years with the promise to
substantially alter and enhance the role of data science in a variety of disciplines. Compared …

Seismic fragilities of single‐column highway bridges with rocking column‐footing

Y **e, J Zhang, R DesRoches… - … Engineering & Structural …, 2019 - Wiley Online Library
Rocking isolation has been increasingly studied as a promising design concept to limit the
earthquake damage of civil structures. Despite the difficulties and uncertainties of predicting …

Semi-active vibration control of smart isolated highway bridge structures using replicator dynamics

MG Soto, H Adeli - Engineering structures, 2019 - Elsevier
In the past two decades, passive control strategies using isolation and fluid dampers have
been employed for the seismic protection of bridge highway structures. The isolation …

Resilience-based performance and design of SMA/sliding bearing isolation system for highway bridges

Y Pang, Y Sun, J Zhong - Bulletin of Earthquake Engineering, 2021 - Springer
Restrainer-type sliding bearing (RTSB) is a practical seismic isolation system for reducing
the excessive displacement of flat sliding bearings under strong earthquakes to ensure the …

[HTML][HTML] Surrogate-based fragility analysis and probabilistic optimisation of cable-stayed bridges subject to seismic loads

A Franchini, W Sebastian, D D'Ayala - Engineering Structures, 2022 - Elsevier
The lack of computationally efficient, probabilistic performance-based design strategies for
cable-stayed bridges hinders their optimal design in seismic regions. Thus, this paper …

Performance-based seismic design and optimization of damper devices for cable-stayed bridge

J Wen, Q Han, Y **e, X Du, J Zhang - Engineering Structures, 2021 - Elsevier
The seismic vulnerability of cable-stayed bridges located in seismically active regions can
be of great concern to the regional safety and resilience. A promising design practice for …

Convolutional variational autoencoder for ground motion classification and generation toward efficient seismic fragility assessment

C Ning, Y **e - Computer‐Aided Civil and Infrastructure …, 2024 - Wiley Online Library
This study develops an end‐to‐end deep learning framework to learn and analyze ground
motions (GMs) through their latent features, and achieve reliable GM classification …

Sensitivity of seismic demands and fragility estimates of a typical California highway bridge to uncertainties in its soil-structure interaction modeling

Y **e, R DesRoches - Engineering Structures, 2019 - Elsevier
This study investigates the sensitivity of seismic demands and fragility estimates of a typical
highway bridge in California to variation in its soil-structure interaction (SSI) modeling …

Effectiveness of fluid-viscous dampers for improved seismic performance of inter-storey isolated buildings

Y Liu, J Wu, M Donà - Engineering structures, 2018 - Elsevier
The use of fluid viscous dampers (FVDs) together with isolators, frequent in near-fault
buildings, is effective in reducing displacements of the isolation layer. Such a hybrid system …

Probabilistic seismic vulnerability and loss assessment of a seismic resistance bridge system with post-tensioning precast segmental ultra-high performance concrete …

S Li, T Zhao, MS Alam, Z Cheng, J Wang - Engineering Structures, 2020 - Elsevier
Precast segmental ultra-high performance concrete (UHPC) columns with post-tensioned
(PT) tendons can effectively protect the compression toe from damage and enhance energy …