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Integrating Machine Learning and Thermodynamic Descriptors for Enhanced Ni-Based Single Crystal Superalloys Creep Life Prediction and Alloy Design

Jian Yao, Wei Yu, Juncheng Wang, Longfei Zhang, Feng Liu, Weifu Li, Liming Tan, Lan Huang, Yong Liu

2025Metals and Materials International9 citationsDOI

Topics & Concepts

Materials scienceSuperalloyCreepSolid mechanicsAlloySingle crystalMetallurgyThermodynamicsComposite materialCrystallographyPhysicsChemistryHigh Temperature Alloys and CreepMicrostructure and Mechanical Properties of SteelsAdvanced Materials Characterization Techniques
Integrating Machine Learning and Thermodynamic Descriptors for Enhanced Ni-Based Single Crystal Superalloys Creep Life Prediction and Alloy Design | Litcius