Revisiting the application of machine learning approaches in predicting aqueous solubility

T Zheng, JBO Mitchell, S Dobson - ACS omega, 2024‏ - ACS Publications
The solubility of chemical substances in water is a critical parameter in pharmaceutical
development, environmental chemistry, agrochemistry, and other fields; however, accurately …

Boosting Predictability: Towards Rapid Estimation of Organic Molecule Solubility

A Hashemi, P Peljo, T Ala-Nissila, K Laasonen - 2025‏ - chemrxiv.org
The water solubility of organic molecules is critical for optimizing the performance and
stability of aqueous flow batteries, as well as for various other applications. Although …