Research Article
Prediction of Punching Capacity of Slab-Column Connections without Transverse Reinforcement Based on a Backpropagation Neural Network
| | GB 50010-2010 | ACI 318-14 | EC 2-04 | BPNN model |
| Mean | 1.1979 | 1.31155 | 1.14481 | 1.05834 | Median | 1.19218 | 1.32631 | 1.13721 | 1.05486 | Standard deviation | 0.29515 | 0.32284 | 0.19464 | 0.12292 | Variable coefficient | 0.24639 | 0.24615 | 0.17002 | 0.11614 | Minimum | 0.44833 | 0.49899 | 0.68027 | 0.7239 | Maximum | 1.99606 | 2.24406 | 1.63209 | 1.80068 | P5 | 0.78062 | 0.86058 | 0.82005 | 0.88283 | P95 | 1.72043 | 1.92329 | 1.53279 | 1.25306 |
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