The CALPHAD (CALculation of PHAse Diagram) approach (Nigel Saunders & Miodownik, 1998) provides predictions for thermodynamically stable phases in multicomponent-multiphase materials across a wide range of temperatures.Consequently, the CALPHAD calculations became an essential tool in materials and process design (Luo, 2015).Such design tasks frequently require navigating a high-dimensional space due to multiple components involved in the system.This increasing complexity demands high-throughput CALPHAD calculations, especially in the rapidly evolving field of alloy design.
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Kwon et al. (2024) studied this question.
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