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A deep CNN-based constitutive model for describing of statics characteristics of rock materials

Luyuan Wu, Dan Ma, Zifa Wang, Jianwei Zhang, Boyang Zhang, Jianhui Li, Jian Liao, Jingbo Tong, Jingbo Tong

2023Engineering Fracture Mechanics30 citationsDOI

Topics & Concepts

OverburdenConstitutive equationHyperparameterRock mass classificationConvolutional neural networkGeologyDiscontinuity (linguistics)Geotechnical engineeringArtificial neural networkAlgorithmArtificial intelligenceDeformation (meteorology)StaticsComputer scienceMathematicsStructural engineeringEngineeringFinite element methodMathematical analysisClassical mechanicsOceanographyPhysicsRock Mechanics and ModelingMineral Processing and GrindingTunneling and Rock Mechanics
A deep CNN-based constitutive model for describing of statics characteristics of rock materials | Litcius