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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...
Autores principales: | Nagai, Kohei, Osa, Takayuki, Inoue, Gen, Tsujiguchi, Takuya, Araki, Takuto, Kuroda, Yoshiyuki, Tomizawa, Morio, Nagato, Keisuke |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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