Litcius/Paper detail

A physics-informed neural network approach for predicting multi-scale fatigue crack growth rate

Qize Tian, Le Chang, Jingwei Li, Changyu Zhou

2025Theoretical and Applied Fracture Mechanics12 citationsDOI

Topics & Concepts

Paris' lawArtificial neural networkScale (ratio)Computer scienceArtificial intelligencePhysicsStructural engineeringEngineeringCrack closureFracture mechanicsQuantum mechanicsFatigue and fracture mechanicsNon-Destructive Testing TechniquesUltrasonics and Acoustic Wave Propagation