Integration of symbolic regression and domain knowledge for interpretable modeling of remaining fatigue life under multistep loading
Lei Gan, Hao Wu, Zheng Zhong
Topics & Concepts
Scope (computer science)Domain (mathematical analysis)Symbolic regressionDomain knowledgeComputer scienceRegressionRegression analysisExperimental dataWork (physics)Linear regressionStructural engineeringEngineeringMachine learningMathematicsArtificial intelligenceStatisticsMechanical engineeringProgramming languageMathematical analysisGenetic programmingFatigue and fracture mechanicsStructural Health Monitoring TechniquesConcrete Corrosion and Durability