Hysteretic curve characteristics in rectangular shear walls predicted by machine learning
Abstract Rectangular reinforced concrete (RC) shear walls are crucial for seismic resistance in high-rise buildings. Characteristic points on the skeleton curve from pseudo-static tests are key for evaluating seismic performance. Traditional models struggle with the high-dimensional, nonlinear relat...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-04-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-88401-w |
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