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Towards high-accuracy axial springback: Mesh-based simulation of metal tube bending via geometry/process-integrated graph neural networks

Zili Wang, Caicheng Wang, Shuyou Zhang, Lemiao Qiu, Yaochen Lin, Jianrong Tan, Chang Sun

2024Expert Systems with Applications42 citationsDOI

Topics & Concepts

Computer scienceArtificial neural networkBendingProcess (computing)GraphTube (container)GeometryAlgorithmStructural engineeringArtificial intelligenceMaterials scienceTheoretical computer scienceMathematicsComposite materialEngineeringOperating system3D Shape Modeling and AnalysisInfrastructure Maintenance and MonitoringBIM and Construction Integration
Towards high-accuracy axial springback: Mesh-based simulation of metal tube bending via geometry/process-integrated graph neural networks | Litcius