A platform combining molecular simulation and machine learning to accelerate ingredient characterization and optimize formulations for cosmetics and laundry applications. Uses physics-based and experimental data to gener...
Advanced simulation platform using all-atom and coarse-grained models to predict interactions between hair surfaces and personal care products, aiding in formulation optimization and performance prediction.