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Artificial intelligence for the prediction of tensile properties by using microstructural parameters in high strength steels

Im Doo Jung, Da Seul Shin, Doohee Kim, Jungsub Lee, Min Sik Lee, Hye Jin Son, N.S. Reddy, Moobum Kim, Seung Ki Moon, Kyung Tae Kim, Ji‐Hun Yu, Sangshik Kim, Seong Jin Park, Hyokyung Sung

2020Materialia41 citationsDOIOpen Access PDF

Topics & Concepts

Materials scienceUltimate tensile strengthAcicular ferriteArtificial neural networkMicrostructureFerrite (magnet)BackpropagationBainiteVolume fractionYield (engineering)Linear regressionComposite materialMartensiteMachine learningComputer scienceMicrostructure and Mechanical Properties of SteelsHydrogen embrittlement and corrosion behaviors in metalsWelding Techniques and Residual Stresses
Artificial intelligence for the prediction of tensile properties by using microstructural parameters in high strength steels | Litcius