Accurate Machine Learning for Predicting the Viscosities of Deep Eutectic Solvents-Reference-Cited by-同舟云学术

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Accurate Machine Learning for Predicting the Viscosities of Deep Eutectic Solvents

Published:2024-02-22 Issue:9 Volume:20 Page:3911-3926
ISSN:1549-9618
Container-title:Journal of Chemical Theory and Computation
language:en
Short-container-title:J. Chem. Theory Comput.

Author:

Mohan Mood¹^ORCID,Jetti Karuna Devi²,Smith Micholas Dean¹³^ORCID,Demerdash Omar N.¹,Kidder Michelle K.⁴^ORCID,Smith Jeremy C.¹³^ORCID

Affiliation:

1. Biosciences Division and Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States

2. Department of Biotechnology, GIS, GITAM,Vishakhapatnam, Andhra Pradesh 530045, India

3. Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, United States

4. Manufacturing Science Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831-6201, United States

Funder

Biological and Environmental Research

Basic Energy Sciences

Publisher

American Chemical Society (ACS)

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.jctc.3c01163

Reference84 articles.

1. Green Chemistry: Principles and Practice

2. Pharmaceutical concentration using organic solvent forward osmosis for solvent recovery

3. Solvents take control

4. Solvent selection methodology for pharmaceutical processes: Solvent swap

5. CO2 capture in ionic liquid 1-alkyl-3-methylimidazolium acetate: a concerted mechanism without carbene

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1. Predicting deep eutectic solvents for absorption of SO2 based on multilayer perceptron;Separation and Purification Technology;2025-01

2. Viscosity of deep eutectic solvents: Predictive modeling with experimental validation;Fluid Phase Equilibria;2025-01

3. Graph neural networks for CO2 solubility predictions in Deep Eutectic Solvents;Computers & Chemical Engineering;2024-08

4. High-Throughput Screening and Accurate Prediction of Ionic Liquid Viscosities Using Interpretable Machine Learning;ACS Sustainable Chemistry & Engineering;2024-04-23

5. Physics-Based Machine Learning Models Predict Carbon Dioxide Solubility in Chemically Reactive Deep Eutectic Solvents;ACS Omega;2024-04-19

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