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A novel self-attention mechanism-based machine learning model for high-accuracy prediction of CO2 solubility in natural deep eutectic solvents

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Date of Publication:2025-10-25

Journal:JOURNAL OF ENVIRONMENTAL MANAGEMENT

Volume:393

ISSN No.:0301-4797

Key Words:ABSORPTION; CARBON-DIOXIDE; CHOLINE-CHLORIDE; FACILITATED TRANSPORT; GAS SOLUBILITY; LEVULINIC ACID; MIXTURE; RANDOM FOREST; RHEOLOGICAL BEHAVIOR; SEPARATION

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A novel self-attention mechanism-based machine learning model for high-accuracy prediction of CO2 solubility in natural deep eutectic solvents