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Generic and specific recurrent neural network models: Applications for large and small scale biopharmaceutical upstream processes

The calculation of temporally varying upstream process outcomes is a challenging task. Over the last years, several parametric, semi-parametric as well as non-parametric approaches were developed to provide reliable estimates for key process parameters. We present generic and product-specific recurr...

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Detalles Bibliográficos
Autores principales: Smiatek, Jens, Clemens, Christoph, Herrera, Liliana Montano, Arnold, Sabine, Knapp, Bettina, Presser, Beate, Jung, Alexander, Wucherpfennig, Thomas, Bluhmki, Erich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193373/
https://www.ncbi.nlm.nih.gov/pubmed/34159058
http://dx.doi.org/10.1016/j.btre.2021.e00640