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Discovering a formula for the high temperature oxidation behavior of FeCrAlCoNi based high entropy alloys by domain knowledge-guided machine learning

Qinghua Wei, Bin Cao, Lucheng Deng, Ankang Sun, Ziqiang Dong, Tong‐Yi Zhang

2023Journal of Material Science and Technology40 citationsDOI

Topics & Concepts

High entropy alloysExponentInverseArrhenius equationComputer scienceEntropy (arrow of time)Artificial intelligenceMaterials scienceStatistical physicsThermodynamicsAlgorithmActivation energyMathematicsChemistryPhysicsPhysical chemistryMetallurgyAlloyLinguisticsGeometryPhilosophyHigh Entropy Alloys StudiesMachine Learning in Materials ScienceAdditive Manufacturing Materials and Processes
Discovering a formula for the high temperature oxidation behavior of FeCrAlCoNi based high entropy alloys by domain knowledge-guided machine learning | Litcius