Litcius/Paper detail

A physics-informed neural network for creep-fatigue life prediction of components at elevated temperatures

Xiaocheng Zhang, Jian‐Guo Gong, Fu‐Zhen Xuan

2021Engineering Fracture Mechanics160 citationsDOI

Topics & Concepts

Artificial neural networkArtificial intelligenceGeneralizationFeature (linguistics)Machine learningDeep learningComputer scienceMathematicsMathematical analysisPhilosophyLinguisticsHydrogen embrittlement and corrosion behaviors in metalsHigh Temperature Alloys and CreepMicrostructure and Mechanical Properties of Steels
A physics-informed neural network for creep-fatigue life prediction of components at elevated temperatures | Litcius