Large-Scale Physics-Based Broadband (up to 8 Hz) Ground-Motion Simulations of Mw 6.4+ Earthquakes for Hualien, Taiwan, Area
W. Zhang, M.-C. Hsieh, P.-Y. Chen
Seismological Research Letters
Data-AI-Resilience LabNational Central UniversityGoogle Scholar ↗RESEARCH OUTPUT
Publications
Selected peer-reviewed work spanning physics-based simulation, artificial intelligence, reinforced-concrete structures, and regional seismic resilience.
For the complete, continuously updated citation record, visit Google Scholar.
Google Scholar ↗2026
2025
Development of attention-based bidirectional long short-term memory networks for earthquake prediction in Taiwan
P.-Y. Chen, Y.-W. Fang
Natural Hazards Review, 26(3), 04025026
Prediction of hysteretic shapes for reinforced concrete columns using conditional generative adversarial networks
P.-Y. Chen, H.-X. Chen
Engineering Analysis with Boundary Elements, 176, 106244
2024
Prediction of parameters in the Ibarra-Medina-Krawinkler model for reinforced concrete columns using random forest and active learning
P.-Y. Chen, K.-C. Lee, T.-L. Li
Soil Dynamics and Earthquake Engineering, 185, 108902
2023
A method for automated development of model and fragility inventories of nonductile reinforced concrete buildings
P.-Y. Chen, N. Lesgidis, A. Sextos, E. Taciroglu
Resilient Cities and Structures, 2(3), 87–103
Regional-scale seismic fragility, loss, and resilience assessment using physics-based simulated ground motions: An application to Istanbul
W. Zhang, P.-Y. Chen, et al.
Earthquake Engineering & Structural Dynamics, 52(6), 1785–1804
A suite of broadband physics-based ground motion simulations for the Istanbul region
W. Zhang, J. G. F. Crempien, A. Kurtulus, P.-Y. Chen, et al.
Earthquake Engineering & Structural Dynamics, 52(4), 1161–1181
A multi-source data-driven approach for evaluating the seismic response of non-ductile reinforced concrete moment frames
P.-Y. Chen, X. Guan
Engineering Structures, 278, 115452
2022
Influence of accelerometer type on uncertainties in recorded ground motions and seismic damage assessment
W. Liao, Y. Fei, F. Ghahari, W. Zhang, P.-Y. Chen, et al.
Bulletin of Earthquake Engineering
Influence of sensor density on seismic damage assessment: A case study for Istanbul
Q. Cheng, Y. Fei, X. Lu, W. Liao, W. Zhang, P.-Y. Chen, et al.
Bulletin of the Seismological Society of America, 112(4), 2156–2169
2021
Classification of Soft-Story Buildings Using Deep Learning with Density Features Extracted from 3D Point Clouds
P.-Y. Chen, Z.-Y. Wu, E. Taciroglu
Journal of Computing in Civil Engineering, 35(3), 04021005