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Accelerating Formulation Design via Machine Learning: Generating a High-throughput Shampoo Formulations Dataset

Liquid formulations are ubiquitous yet have lengthy product development cycles owing to the complex physical interactions between ingredients making it difficult to tune formulations to customer-defined proper...

Aniket Chitre, Robert C. M. Querimit, Simon D. Rihm, Dogancan Karan… in Scientific Data (2024)