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A method for real-time mechanical characterisation of microcapsules

Characterising the mechanical properties of flowing microcapsules is important from both fundamental and applied points of view. In the present study, we develop a novel multilayer perceptron (MLP)-based machine learning (ML) approach, for real-time simultaneous predictions of the membrane mechanica...

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Detalles Bibliográficos
Autores principales: Guo, Ziyu, Lin, Tao, Jing, Dalei, Wang, Wen, Sui, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366294/
https://www.ncbi.nlm.nih.gov/pubmed/36964429
http://dx.doi.org/10.1007/s10237-023-01712-7