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18: How Extracting Gold From Your Data Accelerates Process Development w/ Ioscani Jiménez del Val - Part 2
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内容由David Brühlmann: Biotech Entrepreneur & Cell Culture Technology Innovation Aficionado, David Brühlmann: Biotech Entrepreneur, and Cell Culture Technology Innovation Aficionado提供。所有播客内容（包括剧集、图形和播客描述）均由 David Brühlmann: Biotech Entrepreneur & Cell Culture Technology Innovation Aficionado, David Brühlmann: Biotech Entrepreneur, and Cell Culture Technology Innovation Aficionado 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.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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