Litcius/Paper detail

Crack propagation simulation and overload fatigue life prediction via enhanced physics-informed neural networks

Zhiying Chen, Yanwei Dai, Yinghua Liu

2024International Journal of Fatigue51 citationsDOI

Topics & Concepts

Structural engineeringFracture mechanicsParis' lawCollocation (remote sensing)Artificial neural networkNode (physics)Displacement (psychology)Crack closureStress concentrationPath (computing)Computer scienceMaterials scienceEngineeringArtificial intelligenceMachine learningProgramming languagePsychotherapistPsychologyModel Reduction and Neural NetworksNon-Destructive Testing TechniquesProbabilistic and Robust Engineering Design
Crack propagation simulation and overload fatigue life prediction via enhanced physics-informed neural networks | Litcius