Physics informed ensemble learning used for interval prediction of fracture toughness of pipeline steels in hydrogen environments
Zhang Yingjie, Yibo Ai, Zhang Weidong
Topics & Concepts
Gradient boostingHydrogen embrittlementFracture toughnessMaterials scienceToughnessUltimate tensile strengthAdaBoostMachine learningBoosting (machine learning)Monte Carlo methodArtificial intelligenceComputer scienceRandom forestStatisticsMathematicsComposite materialCorrosionSupport vector machineNon-Destructive Testing TechniquesHydrogen embrittlement and corrosion behaviors in metalsMineral Processing and Grinding