Scientific Reports· 2026Q1
Estimation of NATM excavation-support classes at tunnel excavation faces using a deep learning algorithm
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- Q1SCImago
- 2026year
Short summary
A deep learning model (MobileNetV2) accurately classifies NATM tunnel excavation-support classes from photographs, achieving a macro-F1 of 0.893 on a test set.
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Civil and Structural EngineeringEngineering