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Prediction of glass forming ability in amorphous alloys based on different machine learning algorithms

Xiaowei Liu, Zhilin Long, Lingming Yang, Wei Zhang, Zhuang Li

2021Journal of Non-Crystalline Solids43 citationsDOI

Topics & Concepts

Gradient boostingRandom forestAmorphous solidMean squared errorBoosting (machine learning)Artificial intelligenceMachine learningCorrelation coefficientAlgorithmDecision treeAmorphous metalk-nearest neighbors algorithmMean squared prediction errorRoot mean squareComputer scienceMathematicsMaterials scienceStatisticsPhysicsChemistryCrystallographyQuantum mechanicsMetallic Glasses and Amorphous AlloysPhase-change materials and chalcogenidesArt History and Market Analysis
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