Search results for "learning"
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Remote Monitoring and Big Data Advance Upstream Automation
“Automation feedback control loops and advanced machine learning models can be used as part of this approach for model predictive control. Integrated process alerts help to determine prescriptive acti…
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Gene Therapies Push Viral Vector Production
Learning how process parameters in the upstream process influence the purification process is fundamental for a good quality-by-design strategy. Furthermore, it will be interesting to see the developm…
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Cell-Culture Advances Test Bioreactor Performance Models
One area of rapid development involves the potential application of artificial intelligence (AI) and machine learning (ML) to bioreactor performance modeling. Bioengineers are beginning to discuss how…
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Successfully Moving Regulated Data to the Cloud
Businesses are turning to emerging technologies such as machine learning and artificial intelligence to see if the data collected can be enhanced to gain more value and speed up the decision-making pr…
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Evaluating E&L Studies for Single-Use Systems
Extraction studies demonstrate approaches for evaluating single-use bio-pharmaceutical manufacturing materials.
By Irene Cecchini, Daniele Mastroianni, Silvia Rocchi, Gabriella Angiuoni
Biop…
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Get Started: Purification of mAb Variants - eLearning
Key learnings:
- Learn the important considerations for selecting a purification protocol.
- Understand which resins are suitable for the first capture step.
- Discover the different strategi…
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Setting Up Bioprocessing Systems for Digital Transformation
“AI in its classical sense is based on a statistical ‘black-box’ approach: statistical approaches such as big data or machine learning utilize statistics to predict correlations, trends, and patterns.…
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Discover ÄKTA™ Pilot 600 with Martin
Create your user profile here, and access the online learning for free: cytiva.sourcin.com
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The Need for Advanced Process Modeling for New Therapeutic Biologics
“Using model outputs linked with experimental and, where it exists, production data opens significant opportunities to apply machine learning techniques and build knowledge that has applications acros…
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Biopharmaceutical Process Development: 2018 Lessons and 2019 Predictions
Clearly, industry members (including Process Development Forum readers) are extremely interested in learning about what these solutions have to offer, but the adoption of single-use systems is still c…