Using machine learning and feature engineering to characterize limited material datasets of high-entropy alloys
Dongbo Dai, Tao Xu, Xiao Wei, Guangtai Ding, Xu Yan, Jincang Zhang, Huiran Zhang
Topics & Concepts
High entropy alloysCurse of dimensionalityEntropy (arrow of time)Feature engineeringComputer scienceFeature (linguistics)Materials scienceDimension (graph theory)Artificial intelligenceMachine learningPhase (matter)Dimensionality reductionThermodynamicsMathematicsMetallurgyDeep learningMicrostructureChemistryPhilosophyLinguisticsOrganic chemistryPhysicsPure mathematicsHigh Entropy Alloys StudiesHigh-Temperature Coating BehaviorsAdditive Manufacturing Materials and Processes