Soft sensor modeling method for Pichia pastoris fermentation process based on substructure domain transfer learning

Soft sensor modeling method for Pichia pastoris fermentation process based on substructure domain transfer learning

Abstract Background Aiming at the problem that traditional transfer methods are prone to lose data information in the overall domain-level transfer, and it is difficult to achieve the perfect match between source and target domains, thus reducing the accuracy of the soft sensor model. Methods This p...

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Bibliographic Details
Main Authors: Bo Wang, Jun Wei, Le Zhang, Hui Jiang, Cheng Jin, Shaowen Huang
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Biotechnology
Subjects:
Substructure domain
Transfer learning
Soft sensor
Pichia pastoris
Online Access:https://doi.org/10.1186/s12896-024-00928-4
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