Machine-learning-based surrogate modeling of microstructure evolution using phase-field
Author:
Publisher
Elsevier BV
Subject
Computational Mathematics,General Physics and Astronomy,Mechanics of Materials,General Materials Science,General Chemistry,General Computer Science
Reference56 articles.
1. The cross entropy method for classification;Mannor,2005
2. Phase-field models for microstructure evolution;Chen;Annu. Rev. Mater. Res.,2002
3. S.B. Biner, An Overview of the Phase-Field Method and Its Formalisms, Springer International Publishing, Cham, 2017, pp. 1–7.
4. Phase-field simulation of solidification;Boettinger;Annu. Rev. Mater. Res.,2002
5. Phase-field models in materials science;Steinbach;Modelling Simulation Mater. Sci. Eng.,2009
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