Tensile strength prediction in directed energy deposition through physics-informed machine learning and Shapley additive explanations
Clayton Cooper, Jianjing Zhang, Joshua Huang, Jennifer Bennett, Jian Cao, Robert X. Gao
Topics & Concepts
InterpretabilityUltimate tensile strengthFeature (linguistics)Artificial neural networkComputer scienceArtificial intelligenceProperty (philosophy)Characterization (materials science)Metric (unit)Machine learningEnergy (signal processing)Materials scienceMathematicsComposite materialEngineeringStatisticsNanotechnologyLinguisticsEpistemologyOperations managementPhilosophyMachine Learning in Materials ScienceAdditive Manufacturing Materials and ProcessesHydrogen embrittlement and corrosion behaviors in metals