Deep insights into the viscosity of deep eutectic solvents by an XGBoost-based model plus SHapley Additive exPlanation

D Shi, F Zhou, W Mu, C Ling, T Mu, G Yu… - Physical Chemistry …, 2022 - pubs.rsc.org
Deep eutectic solvents (DESs) are emerging as novel green solvents for the processes of
mass transport and heat transfer, in which the viscosity of DESs is important for their …
被引用次数：62 相关文章

Deep insights into the viscosity of deep eutectic solvents by an XGBoost-based model plus SHapley Additive exPlanation

D Shi, F Zhou, W Mu, C Ling, T Mu… - Physical chemistry …, 2022 - pubmed.ncbi.nlm.nih.gov
Deep eutectic solvents (DESs) are emerging as novel green solvents for the processes of
mass transport and heat transfer, in which the viscosity of DESs is important for their …
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[PDF][PDF] Deep insights into the viscosity of deep eutectic solvents by an XGBoost-based model plus SHapley Additive exPlanation

D Shi, F Zhou, W Mu, C Ling, T Mu… - Physical Chemistry …, 2022 - drive.google.com
Deep eutectic solvents (DESs) are emerging as novel green solvents for the processes of
mass transport and heat transfer, in which the viscosity of DESs is important for their …

Deep insights into the viscosity of deep eutectic solvents by an XGBoost-based model plus SHapley Additive exPlanation.

D Shi, F Zhou, W Mu, C Ling, T Mu, G Yu… - Physical Chemistry …, 2022 - europepmc.org
Deep eutectic solvents (DESs) are emerging as novel green solvents for the processes of
mass transport and heat transfer, in which the viscosity of DESs is important for their …

Deep insights into the viscosity of deep eutectic solvents by an XGBoost-based model plus SHapley Additive exPlanation

D Shi, F Zhou, W Mu, C Ling, T Mu… - Physical Chemistry …, 2022 - ui.adsabs.harvard.edu
This work proposes a data-driven model which could predict the viscosity of diverse DESs
accurately and rapidly, and the model interpretation given by SHAP deepens the …