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Phase prediction for high-entropy alloys using generative adversarial network and active learning based on small datasets

Cun Chen, HengRu Zhou, Weimin Long, Gang Wang, Jingli Ren

2023Science China Technological Sciences18 citationsDOI

Topics & Concepts

Computer scienceArtificial neural networkInterpretabilityArtificial intelligenceMachine learningFeature selectionEntropy (arrow of time)Cross entropyTest setSample (material)AlgorithmPattern recognition (psychology)PhysicsQuantum mechanicsChemistryChromatographyHigh Entropy Alloys StudiesAdditive Manufacturing Materials and ProcessesMachine Learning in Materials Science
Phase prediction for high-entropy alloys using generative adversarial network and active learning based on small datasets | Litcius