[HTML][HTML] Assessing Viscosity in Sustainable Deep Eutectic Solvents and Cosolvent Mixtures: An Artificial Neural Network-Based Molecular Approach
LVTD de Alencar, SB Rodríguez-Reartes… - ACS Sustainable …, 2024 - ncbi.nlm.nih.gov
Deep eutectic solvents (DESs) are gaining recognition as environmentally friendly solvent
alternatives for diverse chemical processes. Yet, designing DESs tailored to specific …
alternatives for diverse chemical processes. Yet, designing DESs tailored to specific …
Assessing Viscosity in Sustainable Deep Eutectic Solvents and Cosolvent Mixtures: An Artificial Neural Network-Based Molecular Approach
LV Tavares Duarte de Alencar… - ACS Sustainable …, 2024 - ACS Publications
Deep eutectic solvents (DESs) are gaining recognition as environmentally friendly solvent
alternatives for diverse chemical processes. Yet, designing DESs tailored to specific …
alternatives for diverse chemical processes. Yet, designing DESs tailored to specific …
Accurate machine learning for predicting the viscosities of deep eutectic solvents
Deep eutectic solvents (DESs) are emerging as environmentally friendly designer solvents
for mass transport and heat transfer processes in industrial applications; however, the lack of …
for mass transport and heat transfer processes in industrial applications; however, the lack of …
Density, viscosity and CO2 solubility modeling of deep eutectic solvents from various neural network approaches
SM Hosseini, M Pierantozzi - Journal of the Taiwan Institute of Chemical …, 2025 - Elsevier
Abstract Background Deep eutectic solvents (DESs) have gained attention as innovative
green solvents, but accurate prediction of their thermophysical properties is essential for …
green solvents, but accurate prediction of their thermophysical properties is essential for …
Estimation of density and viscosity of deep eutectic solvents: Experimental and machine learning approach
Deep eutectic solvents (DESs) are increasingly recognized as sustainable alternatives
suitable for a range of industrial applications. A precise comprehension of their properties is …
suitable for a range of industrial applications. A precise comprehension of their properties is …
Density of deep eutectic solvents: the path forward cheminformatics-driven reliable predictions for mixtures
Deep eutectic solvents (DES) are often regarded as greener sustainable alternative solvents
and are currently employed in many industrial applications on a large scale. Bearing in mind …
and are currently employed in many industrial applications on a large scale. Bearing in mind …
Deep insights into the viscosity of deep eutectic solvents by an XGBoost-based model plus SHapley Additive exPlanation
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 …
mass transport and heat transfer, in which the viscosity of DESs is important for their …
Viscosity of deep eutectic solvents: Predictive modeling with experimental validation
DM Makarov, AM Kolker - Fluid Phase Equilibria, 2025 - Elsevier
Viscosity, the measure of a fluid's resistance to deformation, is a critical parameter in many
industries. Being able to accurately predict viscosity is essential for the successful design …
industries. Being able to accurately predict viscosity is essential for the successful design …
Predicting the surface tension of deep eutectic solvents using artificial neural networks
Studies on deep eutectic solvents (DESs), a new class of “green” solvents, are attracting
increasing attention from researchers, as evidenced by the rapidly growing number of …
increasing attention from researchers, as evidenced by the rapidly growing number of …
DESignSolvents: an open platform for the search and prediction of the physicochemical properties of deep eutectic solvents
V Odegova, A Lavrinenko, T Rakhmanov, G Sysuev… - Green …, 2024 - pubs.rsc.org
The use of organic solvents in various industries poses significant environmental risks. Deep
eutectic solvents (DESs) have emerged as a promising alternative due to their …
eutectic solvents (DESs) have emerged as a promising alternative due to their …