DMC-TPE: tree-structured Parzen estimator-based efficient data assimilation method for phase-field simulation of solid-state sintering

In phase-field simulations, accurate material parameters are required to quantitatively predict microstructural evolutions. Non-sequential data assimilations enable the estimation of unknown material parameters by minimizing a cost function that represents the misfit between numerical simulation res...

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Principais autores:	Akimitsu Ishii, Akiyasu Yamamoto, Akinori Yamanaka
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Taylor & Francis Group 2023-12-01
coleção:	Science and Technology of Advanced Materials: Methods
Assuntos:	data assimilation bayesian optimization phase-field simulation sintering
Acesso em linha:	http://dx.doi.org/10.1080/27660400.2023.2239133
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