Data-driven seismic mechanical performance evaluation of RC columns based on adaptive optimization ensemble learning method integrating random forest and back propagation neural network

The mechanical properties of reinforced concrete (RC) columns are key to assessing how structures perform during earthquakes. Current methods for analysis lack sufficient accuracy and efficiency in calculations. The existing analysis methods have shortcomings in calculation accuracy and efficiency....

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Bibliographic Details
Main Authors: Ayong Jiao, Ziqing Jiao, Bin Gao
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S259012302501881X
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