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...

Descrición completa

Detalles Bibliográficos

Principais autores:	Chien-Chang Wu, Jung-Sheng Chen, Yu-Ching Lu, Jain-Shing Wu, Yu-Fen Huang, Chien-Sen Liao
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2025-11-01
Series:	Microorganisms
Assuntos:	deep learning fermentation prediction <i>Lactiplantibacillus plantarum</i> convolutional neural network bioprocess control probiotics
Acceso en liña:	https://www.mdpi.com/2076-2607/13/11/2601
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!