Litcius/Paper detail

A fatigue crack growth prediction method on small datasets based on optimized deep neural network and Delaunay data augmentation

Weixing Liang, Min Lou, Yu Wang, Chen Zhang, Shengwen Chen, Chengwei Cui

2023Theoretical and Applied Fracture Mechanics21 citationsDOI

Topics & Concepts

OverfittingArtificial neural networkNonlinear systemGeneralizationMean squared errorComputer scienceParis' lawSimulated annealingArtificial intelligenceAlgorithmMachine learningStructural engineeringMathematicsEngineeringFracture mechanicsStatisticsMathematical analysisCrack closurePhysicsQuantum mechanicsFatigue and fracture mechanicsNon-Destructive Testing TechniquesInfrastructure Maintenance and Monitoring
A fatigue crack growth prediction method on small datasets based on optimized deep neural network and Delaunay data augmentation | Litcius