The Potential of AI in mAb Downstream Processing
Unlocking hybrid mechanistic-neural modeling, real-time peak cutting, and digital twins in biomanufacturing.
Thoughts, insights, and research on modern biotechnology, purification scale-up, and downstream processing.
Unlocking hybrid mechanistic-neural modeling, real-time peak cutting, and digital twins in biomanufacturing.
Exploring multi-column countercurrent chromatography and real-time PAT for process intensification in modern biomanufacturing.
Overcoming hitchhiker HCP impurities and implementing multimodal chromatography in biosimilar workflows.
Calculating MACO limits and executing TOC swab/rinse recovery verification in multi-product GMP bioprocess suites.
Modifying downstream purification workflows and multimodal resins to separate complex bispecific homodimer impurities.
Exploring downstream advancements and purification scale-up supporting Canada's expanding biomanufacturing infrastructure.
Discussing the paradigm shift from empirical testing to designed quality space and critical process parameters in bioprocessing.
The importance of orthogonal methods, low pH inactivation, and nanofiltration for viral safety in biomanufacturing.
Key engineering considerations when transitioning ultrafiltration and diafiltration (UF/DF) from pilot scale to commercial manufacturing.
A practical guide to identifying and resolving common binding, elution, and resin fouling issues in Protein A capture steps.
Strategies for effective aggregate removal, charge variant resolution, and scale-up in IEX chromatography.