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Improving machine learning based phase and hardness prediction of high-entropy alloys by using Gaussian noise augmented data

Yicong Ye, Yahao Li, Runlong Ouyang, Zhouran Zhang, Yu Tang, Shuxin Bai

2023Computational Materials Science83 citationsDOI

Topics & Concepts

High entropy alloysEntropy (arrow of time)Materials scienceComputer scienceGaussianNoise (video)AlloyArtificial intelligenceMachine learningMetallurgyThermodynamicsPhysicsQuantum mechanicsImage (mathematics)High Entropy Alloys StudiesAdditive Manufacturing Materials and ProcessesAdvanced materials and composites
Improving machine learning based phase and hardness prediction of high-entropy alloys by using Gaussian noise augmented data | Litcius