Youcef Leghrib

Youcef Leghrib

Leveraging Bayesian Optimization in Design of Experiments (DoE) for Enhanced Crystallization Process Development

Leveraging Bayesian Optimization in Design of Experiments (DoE) for Enhanced Crystallization Process Development

In the world of pharmaceutical manufacturing, optimizing the crystallization process is crucial for ensuring high-quality Active Pharmaceutical Ingredients (APIs). Traditional methods for optimizing experimental conditions can be time-consuming and resource-intensive. Enter Bayesian Optimization (BO) — a powerful machine learning technique that is transforming the Design of Experiments (DoE) by making the
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