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employed the physicochemical properties such as hydrophile-lipophile balance value, log of the partition coefficient of a solute between octanol and water, Van der Waals molecular surface area, solvent accessible molecular surface area and polar surface area, of various compounds reported in the literature to train a ML model that enables the identification of key factors governing the self-assembly behaviour of these compounds [181]

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