Litcius/Paper detail

Physics-guided neural network for fatigue life prediction of FCC-based multi-principal element alloys

Jingli Ren, Xiao Lu

2024Scripta Materialia11 citationsDOI

Topics & Concepts

Artificial neural networkDuctility (Earth science)GeneralizationUnivariatePrincipal (computer security)Goodness of fitPrincipal component analysisMaterials scienceExperimental dataArtificial intelligenceStructural engineeringComputer scienceMachine learningMathematicsStatisticsEngineeringMetallurgyMathematical analysisCreepOperating systemMultivariate statisticsHydrogen embrittlement and corrosion behaviors in metalsHigh Entropy Alloys StudiesMicrostructure and Mechanical Properties of Steels