Mapping microstructure to mechanical property by disentangling strengthening mechanism with deep learning
Weijie Liao, Xiangyi Xue, Jinshan Li, Jiangkun Fan, Lingyun Song, Xuequn Shang, Turab Lookman, Ruihao Yuan
Topics & Concepts
MicrostructureRepresentation (politics)Materials scienceDeep learningArtificial intelligenceProperty (philosophy)Key (lock)Yield (engineering)Machine learningCharacterization (materials science)RegressionPattern recognition (psychology)Computer scienceMechanism (biology)Feature learningBiological systemRegression analysisAlgorithmTest dataGrain sizeNanotechnologyMachine Learning in Materials ScienceImage Processing Techniques and ApplicationsNon-Destructive Testing Techniques