predictive models

predictive models

Revolutionary Raman Calibration Cuts Costs and Boosts Accuracy!

BIOT

Discover a new Raman calibration method! 🔬 This innovative approach combines data to enhance predictive models and reduce costs. 📊💡

featured image of GSK's $50m Acquisition Revolutionizes Oligonucleotide Drug Development

GSK’s $50m Acquisition Revolutionizes Oligonucleotide Drug Development

BIOT

📢 GSK acquires Elsie Biotechnologies in a $50m deal to enhance its drug platform and develop treatments for difficult-to-treat diseases. 🧬👥🚀

featured image of Revolutionizing Bioprocessing: Metabolism Enhances Accuracy

Revolutionizing Bioprocessing: Metabolism Enhances Accuracy

BIOT

📰 Adding metabolism to bioprocessing models improves accuracy & value. Multiscale models provide a mechanistic understanding for better control. 🧪🔬

featured image of Revolutionary Model Predicts Biologic Processing Variations

Revolutionary Model Predicts Biologic Processing Variations

BIOT

🔍 Scientists have developed a mathematical model to predict RTD in continuous manufacturing of biologics. 🔬🔬🧪💯🔬

featured image of Revolutionizing Bioprocesses with Machine Learning

Revolutionizing Bioprocesses with Machine Learning

BIOT

📢 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.