Adaptive Experimental Design for Sustainable Cosmetic Formulations

Machine learning accelerates sustainable cosmetic formulation by optimizing ingredients and processes, reducing experiments by up to 80%

Learning Points

• Attendees will learn about Adaptive Experimental Design (AED) as an advanced, data-driven approach for optimizing cosmetic formulations.
• They will understand how AED can reduce experimental workloads by 50-80%, leading to more efficient R&D processes.
• They will gain insights into a real-world case study where AED was applied to the development of a sustainable cosmetic formulation.
• Attendees will leave with a practical understanding of how to integrate AED into their R&D workflows to optimize product properties and enhance sustainability.