Machine learning surrogates for CALPHAD inputs in mean-field precipitation modelling of IN738LC
This study presents a novel application of a machine learning-based surrogate modelling approach to replace CALPHAD-based inputs in the mean-field simulation of γ′ precipitation in the nickel-based superalloy IN738LC. A multi-component mean-field precipitation model is employed to describe the nucle...
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| Autors principals: | , , , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Elsevier
2026-05-01
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| Col·lecció: | Materials & Design |
| Matèries: | |
| Accés en línia: | http://www.sciencedirect.com/science/article/pii/S026412752600482X |
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