Sample-efficient parameter exploration of the powder film drying process using experiment-based Bayesian optimization

Parameter optimization is a long-standing challenge in various production processes. Particularly, powder film forming processes entail multiscale and multiphysical phenomena, each of which is usually controlled by a combination of several parameters. Therefore, it is difficult to optimize the param...

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Detalles Bibliográficos
Autores principales: Nagai, Kohei, Osa, Takayuki, Inoue, Gen, Tsujiguchi, Takuya, Araki, Takuto, Kuroda, Yoshiyuki, Tomizawa, Morio, Nagato, Keisuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826354/
https://www.ncbi.nlm.nih.gov/pubmed/35136097
http://dx.doi.org/10.1038/s41598-022-05784-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826354/
https://www.ncbi.nlm.nih.gov/pubmed/35136097
http://dx.doi.org/10.1038/s41598-022-05784-w

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