Deep learning for mapping element distribution of high-entropy alloys in scanning transmission electron microscopy images
Marco Ragone, Mahmoud Tamadoni Saray, Lance Long, Reza Shahbazian‐Yassar, Farzad Mashayek, Vitaliy Yurkiv
Topics & Concepts
Scanning transmission electron microscopyHigh entropy alloysConvolutional neural networkSegmentationArtificial neural networkTransmission electron microscopyMaterials scienceCross entropyArtificial intelligenceEntropy (arrow of time)PixelAtomic numberComputer scienceBiological systemPrinciple of maximum entropyPattern recognition (psychology)MicrostructurePhysicsNanotechnologyComposite materialAtomic physicsThermodynamicsBiologyHigh Entropy Alloys StudiesMachine Learning in Materials ScienceAdvanced Materials Characterization Techniques