Interpretable prediction of sample size–dependent fatigue crack formation lifetime using deep symbolic regression and polycrystalline plasticity models
Bo Dong, Tang Gu, Yong Zhang, Henry Proudhon, Yun–Fei Jia, Xian–Jun Pei, Long Xu, Fu‐Zhen Xuan
Topics & Concepts
PlasticityCrystalliteRegression analysisRegressionMaterials scienceFatigue testingSample (material)Sample size determinationStatisticsMetallurgyComposite materialMathematicsPhysicsThermodynamicsFatigue and fracture mechanicsHydrogen embrittlement and corrosion behaviors in metalsNon-Destructive Testing Techniques