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Predicting peak shear strength of rock fractures using tree-based models and convolutional neural network

Jinfan Chen, Zhihong Zhao, Jintong Zhang

2023Computers and Geotechnics21 citationsDOI

Topics & Concepts

Convolutional neural networkRandom forestBoosting (machine learning)Artificial neural networkSurface finishGeologySurface roughnessShear strength (soil)Categorical variableComputer scienceArtificial intelligenceGeotechnical engineeringMachine learningEngineeringMaterials scienceSoil scienceMechanical engineeringComposite materialSoil waterRock Mechanics and ModelingLandslides and related hazardsGeotechnical Engineering and Analysis
Predicting peak shear strength of rock fractures using tree-based models and convolutional neural network | Litcius