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18: How Extracting Gold From Your Data Accelerates Process Development w/ Ioscani Jiménez del Val - Part 2
Manage episode 394694836 series 3525243
Contenuto fornito da David Brühlmann: Biotech Entrepreneur & Cell Culture Technology Innovation Aficionado, David Brühlmann: Biotech Entrepreneur, and Cell Culture Technology Innovation Aficionado. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da David Brühlmann: Biotech Entrepreneur & Cell Culture Technology Innovation Aficionado, David Brühlmann: Biotech Entrepreneur, and Cell Culture Technology Innovation Aficionado o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.player.fm/legal.
In part 2 of this interview with Ioscani, Assistant Professor at the School of Chemical & Bioprocess Engineering, University College Dublin, we delve into the art and science of accelerating process development through the strategic extraction of valuable insights from data.
Our guest, a seasoned expert in computational modeling, unfolds the intricate dance between quality by design principles and data-driven approaches.
Key takeaways from this insightful conversation include:
- Optimizing with Confidence: Understand the input-output relationships qualitatively and quantitatively. Frame confidence spaces and align them with the design space for robust models.
- Strategic Experimentation: Uncover the fine line between modeling and experimental work. Learn how to use computational models to design optimally informative experiments, saving both time and resources.
- Balancing Act with Data: Navigate the delicate balance between adding value to model development programs and not overwhelming companies with excessive data demands.
Join us as we explore the transformative power of computational models in the biopharma sector, unlocking new possibilities for process optimization and efficiency.
Contact Ioscani Jiménez del Val:
Twitter: @UcdCell
LinkedIn: https://www.linkedin.com/in/ioscanij
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