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Machine Learning for Green Solvents: Assessment, Selection and Substitution

open access: yesAdvanced Science, EarlyView.
Environmental regulations have intensified demand for green solvents, but discovery is limited by Solvent Selection Guides (SSGs) that quantify solvent sustainability. Training a machine learning model on GlaxoSmithKline SSG, a database of sustainability metrics for 10,189 solvents, GreenSolventDB is developed. Integrated with Hansen solubility metrics,
Rohan Datta   +4 more
wiley   +1 more source

The role of active inference in conscious awareness. [PDF]

open access: yesPLoS One
Robinson JE   +10 more
europepmc   +1 more source

The exploration of consciousness in insects. [PDF]

open access: yesPhilos Trans R Soc Lond B Biol Sci
Chittka L   +3 more
europepmc   +1 more source

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