Reposted by Prof. Anwesha Sarkar
Just out: Data-driven pipeline enables discovery of plant protein surfactants
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Data-driven pipeline enables discovery of plant protein surfactants
Communications Chemistry, Published online: 03 September 2026; doi:10.1038/s42004-026-02173-6Amphiphilic block copolymers from fossil fuels are an important source of polymeric surfactants, but identifying plant proteins as sustainable surfactants remains challenging. Here, the authors develop a data-driven pipeline combining protein sequence data, statistical thermodynamics, and machine learning to identify plant proteins with optimal surfactant properties.