Multi-order graph attention network for water solubility prediction and interpretation

S Lee, H Park, C Choi, W Kim, KK Kim, YK Han… - Scientific Reports, 2023 - nature.com
The water solubility of molecules is one of the most important properties in various chemical
and medical research fields. Recently, machine learning-based methods for predicting …

Learning atomic interactions through solvation free energy prediction using graph neural networks

Y Pathak, S Mehta, UD Priyakumar - Journal of Chemical …, 2021 - ACS Publications
Solvation free energy is a fundamental property that influences various chemical and
biological processes, such as reaction rates, protein folding, drug binding, and …

A study on synergistic effect of chloride and sulfate ions on copper corrosion by using electrochemical noise in asymmetric cells

GS Sajadi, V Saheb, M Shahidi-Zandi… - Scientific Reports, 2022 - nature.com
The current study includes a systematic examination of copper corrosion initially in each of
NaCl and Na2SO4 solutions separately and then in the mixture solution of Cl− and SO42 …

Hybrid QSPR models for the prediction of the free energy of solvation of organic solute/solvent pairs

TN Borhani, S García-Muñoz, CV Luciani… - Physical Chemistry …, 2019 - pubs.rsc.org
Due to the importance of the Gibbs free energy of solvation in understanding many
physicochemical phenomena, including lipophilicity, phase equilibria and liquid-phase …

Prediction of solvation energies at infinite dilution by the tc-PR cubic equation of state with advanced mixing rule based on COSMO-RS as gE model

FC Paes, R Privat, JN Jaubert, B Sirjean - Journal of Molecular Liquids, 2023 - Elsevier
The prediction of solvation quantities is an important issue in several fields of chemical and
process engineering. In this regard, this work was conducted to increase the prediction …

Estimation of solvation quantities from experimental thermodynamic data: Development of the comprehensive CompSol databank for pure and mixed solutes

E Moine, R Privat, B Sirjean, JN Jaubert - Journal of Physical and …, 2017 - pubs.aip.org
The Gibbs energy of solvation measures the affinity of a solute for its solvent and is thus a
key property for the selection of an appropriate solvent for a chemical synthesis or a …

[HTML][HTML] Effect of intramolecular hydrogen bond formation on the Abraham model solute descriptors for oxybenzone

J Chen, A Chen, Y Yang, WE Acree - Liquids, 2024 - mdpi.com
Solute descriptors derived from experimental solubility data for oxybenzone dissolved in 21
different organic solvents indicate that the hydrogen atom on the hydroxyl functional group …

Determination of Abraham Model Solute Descriptors for N-Hydroxyphthalimide: An Organic Compound Having a N-Hydroxy (N–OH) Functional Group

E Yao, A Zhou, S Wu, N Shanmugam… - Journal of Solution …, 2023 - Springer
Mole fraction solubilities are reported for N-hydroxyphthalimide dissolved in 1-butanol, 2-
butanol, 2-methyl-1-propanol, 1-pentanol, 2-pentanol, 2-methyl-1-butanol, 3-methyl-1 …

Kinetic Modeling of API Oxidation: (1) The AIBN/H2O/CH3OH Radical “Soup”

A Grinberg Dana, H Wu, DS Ranasinghe… - Molecular …, 2021 - ACS Publications
Stress testing of active pharmaceutical ingredients (API) is an important tool used to gauge
chemical stability and identify potential degradation products. While different flavors of API …

Wide Range Experimental and Kinetic Modeling Study of Chain Length Impact on n-Alkanes Autoxidation

K Chatelain, A Nicolle, A Ben Amara, L Catoire… - Energy & …, 2016 - ACS Publications
The control of deposit precursors formation resulting from the oxidative degradation of
alternative fuels relies strongly on the understanding of the underlying chemical pathways …