bioprocess

Revolutionizing Bioprocesses with Machine Learning

📢 Machine learning (ML) could revolutionize biopharmaceutical processes by creating predictive models. 🔬 Manufacturers need high-density process sensors to train ML algorithms. 🚫 Sensors should be noninvasive and prevent contamination. 🧫 Researchers have developed a noninvasive CO2 sensor for cell culture monitoring. 💡 Machine learning can still be applied even with limited real-time data. 📚 A machine learning-based method for protein quality assessment using limited data has been developed. 💪 ML has the power to simplify process monitoring and improve bioprocess outcomes.