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High-Throughput Screening and Accurate Prediction of Ionic Liquid Viscosities Using Interpretable Machine Learning

Mood Mohan, Karuna Devi Jetti,Sreelekha Guggilam,Micholas Dean Smith,Michelle K. Kidder,Jeremy C. Smith

ACS SUSTAINABLE CHEMISTRY & ENGINEERING（2024）

Cited 3|Views14
Key words
ionic liquids,viscosity,machine learning,sigma profiles,CATBoost model,SHAP analysis,molecular SMILES
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