“…COnductor-like Screening MOdel for Real Solvents (COSMO-RS) is a predictive quantum chemistry-based thermodynamic tool that uses only a σ-profile of the compounds as the input. , Different implementations of the COSMO-based models have been proposed, such as COSMO-SAC, Modified COSMO-SAC, COSMO-RS based electrolyte model, and different versions of COSMO-RS updated in the COSMOThermX software . COSMO-RS has been tested as a successful screening tool for several applications, i.e., for selecting organic solvents for extracting furfural and 5-hydroxymethylfurfural from water, ionic liquids for H 2 S capture, deep eutectic solvents (DES) for BTX (benzene, toluene, and xylene) extraction from aliphatics, and extracting solvents for solubilizing artemisin, among others. In fermentation processes, COSMO-RS model has been previously used for screening and solvent selection for the recovery of several classes of bioproducts such as 2-phenylethanol, , 2,3-butanediol, butanol, − 1,5-pentanediamine, succinic acid, , l -lactic acid, l -malic acid, and vanillin, using a wide range of solvents from conventional organic to tailor-made solvents such as ionic liquids or DES.…”