Deep learning approaches to semantic segmentation of fatigue cracking within cyclically loaded nickel superalloy
David B. Menasche, Paul A. Shade, Sirina Safriet, Péter Kenesei, Jun‐Sang Park, William D. Musinski
Topics & Concepts
SuperalloyConvolutional neural networkDeep learningBeamlineSegmentationMaterials scienceArtificial intelligenceSynchrotronMicrostructureComputer scienceAdvanced Photon SourceCrackingComputer architecturePattern recognition (psychology)Composite materialOpticsPhysicsBeam (structure)Non-Destructive Testing TechniquesFatigue and fracture mechanicsHydrogen embrittlement and corrosion behaviors in metals