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Using physics-informed neural networks to predict the lifetime of laser powder bed fusion processed 316L stainless steel under multiaxial low-cycle fatigue loading

Michal Bartošák, Jiří Halamka, Libor Beránek, Martina Koukolíková, Michal Slaný, Marek Pagáč, Ján Džugan

2024International Journal of Fatigue11 citationsDOI

Topics & Concepts

Materials scienceFusionArtificial neural networkLow-cycle fatigueLaserFatigue testingStructural engineeringComposite materialArtificial intelligenceComputer scienceEngineeringOpticsPhysicsPhilosophyLinguisticsAdditive Manufacturing Materials and ProcessesWelding Techniques and Residual StressesHigh Temperature Alloys and Creep
Using physics-informed neural networks to predict the lifetime of laser powder bed fusion processed 316L stainless steel under multiaxial low-cycle fatigue loading | Litcius