EPISODE · Nov 14, 2023 · 16 MIN
05: Hybrid Modeling: The Key to Smarter Bioprocessing w/ Michael Sokolov - Part 1
from Smart Biotech Scientist | The CMC and Biomanufacturing Podcast for Bioprocess Development and Manufacturing Leaders · host David Brühlmann: Biotech Entrepreneur & Cell Culture Technology Innovation Aficionado
In this insightful conversation, we explore how to accelerate bioprocess development and enhance manufacturing using hybrid modeling. Our guest, Michael Sokolov, COO of DataHow (a spin-off company from ETH Zurich), shares valuable insights.Discover the three major takeaways that could transform the bioprocessing industry:1. Unlocking the Power of Hybrid Modeling: Michael Sokolov introduces the revolutionary concept of hybrid modeling, which combines mechanistic knowledge with machine learning to expedite bioprocess development.2. Accelerating Process Development: Learn how hybrid modeling can speed up your bioprocessing efforts, potentially allowing you to reduce the number of experiments by 60-80%, saving valuable time and resources.3. Data-Driven Decision Making: Gain insights into how this approach enables data-driven decision making in the unpredictable world of biotech. It provides a deep understanding and empowers scientists to make informed choices.Don't miss this episode for a comprehensive guide to smarter and more efficient bioprocessing!Connect with Michael Sokolov:Website: www.datahow.chSupport the show
What this episode covers
In this insightful conversation, we explore how to accelerate bioprocess development and enhance manufacturing using hybrid modeling. Our guest, Michael Sokolov, COO of DataHow (a spin-off company from ETH Zurich), shares valuable insights. Discover the three major takeaways that could transform the bioprocessing industry: 1. Unlocking the Power of Hybrid Modeling: Michael Sokolov introduces the revolutionary concept of hybrid modeling, which combines mechanistic knowledge with machine learn...
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05: Hybrid Modeling: The Key to Smarter Bioprocessing w/ Michael Sokolov - Part 1
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