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A novel surrogate-based optimisation framework for pharmaceutical process systems

delete2025-06-26
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OA
AI
A
Artemis Tsochatzidi
F
Francesca Cenci
M
Magdalini Aroniada
L
Lazaros G. Papageorgiou
DOI:10.1016/j.ijpharm.2025.125861delete
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摘要

摘要

En 中文
• 基于代理模型的优化统一框架。 • 支持单目标与多目标优化版本。 • 案例研究采用API制造过程的动态系统模型。 • Pareto前沿揭示了竞争目标之间的权衡关系。 • 通过敏感性分析和优化结果展示了变量的影响。
Keyword:
Process Optimisation
Multi-objective
Surrogate model
Pharmaceutical industry
Sustainability

期刊

International Journal of Pharmaceutics 封面图
International Journal of Pharmaceutics
IF:
5.2
论文数:
2.2W
被引数:
6.7W

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