Search results for " predictive modeling"

Article Mechanistic Modeling of Preparative Ion-Exchange Chromatography
By Anurag Rathore, Vijesh Kumar Among the various downstream processing unit operations that are used for purification of biotech products, chromatography is uniquely capable of providing resolu…

Article Cell-Culture Advances Test Bioreactor Performance Models
The evolution of cell-culture technology is driving the need for improvements in modeling solutions. By Cynthia A. Challener  Modeling and simulation are recognized to provide assistance i…

Article Modeling Bioreactor Performance
Model effectiveness is determined by the quality and composition of the data inputs. By Cynthia A. Challener Bioreactor design, including the geometry of the tank and impeller and the locati…

Article Leveraging Computational Models of Glycosylation for Biopharma QA
Close collaboration between academic and industrial groups is vital to ensuring glycosylation models are fit for deployment. By Ioscani Jiménez del Val Good Studio/S…

Article Modeling the Degradation of mAb Therapeutics
Modeling the Degradation of mAb Therapeutics Kinetic models can be used to study aggregation and fragmentation to help ensure stability. By Anurag S. Rathore, Rohit Bansal …

Article The Need for Advanced Process Modeling for New Therapeutic Biologics
The Need for Advanced Process Modeling for New Therapeutic BiologicsThe trend toward personalized medicines includes more complex manufacturing cycles that can benefit from advanced process modeling e…

Article Mechanistic Modeling: Does it Have a Future in Process Development?
The application of mechanistic models for process development and optimization has been a topic of discussion in the pharmaceutical industry for many years. Mechanistic models are considered as an a…

Article Mechanistic Modeling: Current Advantages and Future Opportunities in Biopharmaceutical Process Development
Mechanistic modeling is considered a part of smart process development, which is a collection of approaches to get better process outcomes and speed up process development. This week, Bioproce…

Article Going Small to Achieve Success on the Commercial Scale
Scale-down modeling is instrumental in supporting the development of downstream biopharma manufacturing processes. By Cynthia A. Challener Biopharmaceutical manufacturing involves a series o…

Article Determining Criticality, Part Two: DoE and Data-Driven Criticality
A practical roadmap in three parts that applies scientific knowledge, risk analysis, experimental data, and process monitoring throughout the three phases of the process validation lifecycle. T…

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