Litcius/Paper detail

Using a Hybrid of the U-Net and Multilayer Perceptron Models to Automatically Predict the Geological Strength Index from Tunnel Face Rock Joint Images

Zheng Dong, Xuhui Zhang, Wenjuan Yang, Mengyu Lei, Chao Zhang, Jicheng Wan

2025Rock Mechanics and Rock Engineering8 citationsDOI

Topics & Concepts

Joint (building)Face (sociological concept)Net (polyhedron)Index (typography)PerceptronGeologyComputer scienceArtificial intelligenceMining engineeringEngineeringStructural engineeringMathematicsArtificial neural networkGeometrySocial scienceWorld Wide WebSociologyRock Mechanics and ModelingMineral Processing and GrindingTunneling and Rock Mechanics