Interpretable Machine Learning Method for Modelling Fatigue Short Crack Growth Behaviour
Shuwei Zhou, Bing Yang, Shoune Xiao, Guangwu Yang, Tao Zhu
Topics & Concepts
InterpretabilityParis' lawRegression analysisMaterials scienceSymbolic regressionLinear regressionFracture mechanicsFracture (geology)KrigingSolid mechanicsStructural engineeringComputer scienceArtificial intelligenceMachine learningCrack closureComposite materialEngineeringGenetic programmingFatigue and fracture mechanicsNon-Destructive Testing TechniquesMechanical stress and fatigue analysis