Improving out-of-distribution generalization for online weld expulsion inspection using physics-informed neural networks
Yu-Jun Xia, Qiang Song, B Yi, Tianle Lyu, Zhiqiang Sun, Yongbing Li
Topics & Concepts
GeneralizationSolid mechanicsArtificial neural networkDistribution (mathematics)Materials scienceStatistical physicsArtificial intelligenceComputer sciencePhysicsComposite materialMathematical analysisMathematicsNon-Destructive Testing TechniquesWelding Techniques and Residual StressesHydrogen embrittlement and corrosion behaviors in metals