Accelerating Cosmetic Formulation Using Machine Learning

Machine learning guides cosmetic formulation by optimizing ingredients and processes, accelerating sustainable product development.

Learning Points

• Understand adaptive experimental design for cosmetic R&D.
• Learn how to build useful models from routine lab data.
• Optimise multiple targets such as performance, cost and sustainability.
• Integrate machine learning into existing formulation workflows.