Vision-oriented machine learning-assisted seismic energy dissipation estimation for damaged RC beam-column connections
M Hamidia, M Kaboodkhani, H Bayesteh - Engineering Structures, 2024 - Elsevier
After a seismic event, damage quantification is necessary for safety evaluation, collapse
proximity judgment, and measurement of the residual seismic capacity of the joints. Machine …
proximity judgment, and measurement of the residual seismic capacity of the joints. Machine …
Crack image-based FEMA P-58-compliant fragility models for automated earthquake-induced loss estimation in non-ductile RC moment frames
In this paper, a probabilistic post-earthquake loss estimation methodology based on image
processing is proposed for non-seismically designed reinforced concrete moment frames …
processing is proposed for non-seismically designed reinforced concrete moment frames …
Smart bridge bearing monitoring: Predicting seismic responses with a multi‐head attention‐based CNN‐LSTM network
This paper introduces a novel method to spontaneously predict displacement time histories
and hysteresis curves of bridge lead rubber bearings under seismic loads and axial forces …
and hysteresis curves of bridge lead rubber bearings under seismic loads and axial forces …
Data-driven nonmodel seismic assessment of eccentrically braced frames with soil-structure interaction
This study presents a nonmodel-based machine learning framework for estimating
engineering demand parameters (EDPs) of eccentrically braced frames with soil-structure …
engineering demand parameters (EDPs) of eccentrically braced frames with soil-structure …
Computer vision-based post-earthquake inspections for building safety assessment
Assessing the safety of earthquake-affected buildings is a critical structural health monitoring
task that facilitates the timely response to present dangers and reduces potential threats to …
task that facilitates the timely response to present dangers and reduces potential threats to …
Quantifying Seismic Damage of Reinforced Concrete Stub Columns from Crack Images Using the Enhanced U-Net
Z Chen, Q Chen, Z Dai, C Song, X Hu - Available at SSRN 5019970 - papers.ssrn.com
It is of great importance to quantify seismic damage of reinforced concrete (RC) stub
columns since they often experience severe damage due to likely excessive shear …
columns since they often experience severe damage due to likely excessive shear …