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physics.chem-ph2026
Uncovering sustainable personal care ingredient combinations using scientific modelling
Sandip Bhattacharya, Vanessa da Silva, Christina Kohlmann
Personal care formulations often contain synthetic and non-biodegradable ingredients, such as silicone and mineral oils, which can offer a unique performance. However, due to regul…
physics.chem-ph2024
Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks
Christoforos Brozos, Jan G. Rittig, Elie Akanny +3
Surfactants are key ingredients in foaming and cleansing products across various industries such as personal and home care, industrial cleaning, and more, with the critical micelle…