BioengineeringbioRxivPreprint
Machine Learning-Enabled Raman Spectroscopy for Process Analytical Technology and Real-Time Release Testing in Bioprocess Manufacturing: A Comparative Predictive Modeling Study
This paper compares machine learning models for predicting glucose and acetate concentrations in E. coli fermentation using Raman spectroscopy, showing that PLS is better for glucose and XGBoost for acetate.
DOI 10.64898/2026.07.24.740653