Predictive Fermentation Control of <i>Lactiplantibacillus plantarum</i> Using Deep Learning Convolutional Neural Networks

The fermentation of <i>Lactiplantibacillus plantarum</i> is a complex bioprocess due to the nonlinear and dynamic nature of microbial growth. Traditional monitoring methods often fail to provide early and actionable insights into fermentation outcomes. This study proposes a deep learning-based predi...

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Bibliografiska uppgifter

Huvudupphov:	Chien-Chang Wu, Jung-Sheng Chen, Yu-Ching Lu, Jain-Shing Wu, Yu-Fen Huang, Chien-Sen Liao
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	MDPI AG 2025-11-01
Serie:	Microorganisms
Ämnen:	deep learning fermentation prediction <i>Lactiplantibacillus plantarum</i> convolutional neural network bioprocess control probiotics
Länkar:	https://www.mdpi.com/2076-2607/13/11/2601
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