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Predicting path-dependent diffusion barrier spectra in vast compositional space of multi-principal element alloys via convolutional neural networks

Zhao Fan, Bin Xing, Penghui Cao

2022Acta Materialia33 citationsDOIOpen Access PDF

Topics & Concepts

Convolutional neural networkDiffusionVacancy defectMaterials sciencePrincipal component analysisPath (computing)Space (punctuation)Biological systemStatistical physicsComputer scienceArtificial intelligencePhysicsCondensed matter physicsThermodynamicsOperating systemBiologyProgramming languageHigh Entropy Alloys StudiesMachine Learning in Materials ScienceChalcogenide Semiconductor Thin Films
Predicting path-dependent diffusion barrier spectra in vast compositional space of multi-principal element alloys via convolutional neural networks | Litcius