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Physics-informed neural networks for linear elastic fracture mechanics: Application of assessing stress intensity factor and transverse stress

Xiang Guo, Zhigong Song

2025Engineering Applications of Artificial Intelligence9 citationsDOI

Topics & Concepts

Stress intensity factorArtificial neural networkStress (linguistics)Transverse planeIntensity (physics)PhysicsFracture (geology)MechanicsComputer scienceFracture mechanicsArtificial intelligenceComposite materialOpticsStructural engineeringThermodynamicsMaterials scienceEngineeringLinguisticsPhilosophyModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNon-Destructive Testing Techniques
Physics-informed neural networks for linear elastic fracture mechanics: Application of assessing stress intensity factor and transverse stress | Litcius