採用數據驅動人工智慧與機率式耐震性能評估法之區域韌性評估架構開發 1110201~1120131
[地震韌性、區域評估、數據驅動人工智慧、巨量資料、機率式耐震性能評估、鋼筋 混凝土構架含填充磚牆
,
seismic resilience, regional assessment, data-driven artificial intelligence, big data, probabilistic seismic performance assessment, RC moment frame with masonry-infilled walls]
期刊著作
Development of Attention-Based Bidirectional Long Short-Term Memory Networks for Earthquake Prediction in Taiwan
Natural Hazards Review,
26,
3,
2025-08-01
Prediction of hysteretic shapes for reinforced concrete columns using conditional generative adversarial networks
Engineering Analysis with Boundary Elements,
176,
2025-07-01
[
Conditional generative adversarial network,Cyclic load,Hysteretic shapes,Reinforced concrete column
]
Prediction of parameters in the Ibarra–Medina–Krawinkler model for reinforced concrete columns using random forest and active learning
Soil Dynamics and Earthquake Engineering,
185,
2024-10-01
[
Active learning,Ibarra–Medina–Krawinkler model,Lumped plasticity,Random forest,Reinforced concrete columns
]
A Method for automated development of model and fragility inventories of nonductile reinforced concrete buildings
Resilient Cities and Structures,
2,
3,
87-103,
2023-09-01
[
Fragility curve,Nonductile reinforced concrete building,Optimal intensity measurement,Sensitive analysis,Soil-Structure interaction
]
Regional-scale seismic fragility, loss, and resilience assessment using physics-based simulated ground motions: An application to Istanbul
Earthquake Engineering and Structural Dynamics,
52,
6,
1785-1804,
2023-05-01
[
loss assessment,physics-based ground motion simulation,regional-scale analysis,resilience,seismic risk
]
A suite of broadband physics-based ground motion simulations for the Istanbul region
Earthquake Engineering and Structural Dynamics,
52,
4,
1161-1181,
2023-04-10
[
earthquake wave propagation,high frequency,physics-based ground motion simulation,regional-scale analysis
]
A multi-source data-driven approach for evaluating the seismic response of non-ductile reinforced concrete moment frames
Engineering Structures,
278,
2023-03-01
[
Convolutional neural network,Image processing,Multi-source data-driven approach,Non-ductile reinforced concrete moment frames,Seismic response prediction
]
Influence of Sensor Density on Seismic Damage Assessment: A Case Study for Istanbul
Bulletin of the Seismological Society of America,
112,
4,
2156-2169,
2022-08-01
Influence of accelerometer type on uncertainties in recorded ground motions and seismic damage assessment
Bulletin of Earthquake Engineering,
20,
9,
4419-4439,
2022-07-01
[
MEMS accelerometer,Regional seismic damage assessment,Smartphone accelerometer,Strong-motion networks
]
Classification of Soft-Story Buildings Using Deep Learning with Density Features Extracted from 3D Point Clouds
Journal of Computing in Civil Engineering,
35,
3,
2021-05-01
專書
Applied Mechanics and Materials
1518-1521,
2014-01-01
[
Soil-structure interaction,Ultimate state,Vector form intrinsic finite element
]
國立中央大學