Machine learning-based phase prediction in high-entropy alloys: further optimization of feature engineering
Guiyang Liu, Qingqing Wu, Yong Ma, Jin Huang, Quan Xie, Qingquan Xiao, Tinghong Gao
Topics & Concepts
Materials scienceSolid mechanicsHigh entropy alloysFeature engineeringArtificial intelligenceFeature (linguistics)Entropy (arrow of time)Machine learningPhase (matter)Pattern recognition (psychology)ThermodynamicsComputer scienceMetallurgyMicrostructureComposite materialDeep learningPhysicsPhilosophyQuantum mechanicsLinguisticsHigh Entropy Alloys StudiesAdditive Manufacturing Materials and ProcessesHigh-Temperature Coating Behaviors