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Updated: Jun 4, 2025

Generic Protocol for Optimization of Heterologous Protein Production Using Automated Microbioreactor Technology
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基于机器学习的生物聚合物制造过程优化:一篇评论

Ivan Malashin1, Dmitriy Martysyuk1, Vadim Tynchenko1

  • 1Bauman Moscow State Technical University, 105005 Moscow, Russia.

Polymers
|December 17, 2024
PubMed
概括

机器学习 (ML) 通过分析复杂数据以提高效率和质量来优化生物聚合物生产. 本综述详细介绍了ML在可持续生物聚合物制造中的应用,解决了来自可变原料的挑战.

关键词:
ML ML 在 ML生物聚合物是一种生物聚合物.材料科学 材料科学 材料科学过程优化优化过程优化

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Step-Growth Polymerization: Overview01:03

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Step-growth or condensation polymerization is a stepwise reaction of bi or multifunctional monomers to form long-chain polymers. As all the monomers are reactive, most of the monomers are consumed at the early stages of the reaction to form small chains of reactive oligomers, which then combine to form long polymer chains in the late stages. Hence, the reaction has to proceed for a long time to achieve high molecular weight polymers.
Many natural and synthetic polymers are produced by...
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