Will we ever be able to accurately predict solubility?

Abstract Accurate prediction of thermodynamic solubility by machine learning remains a challenge. Recent models often display good performances, but their reliability may be deceiving when used prospectively. This study investigates the origins of these discrepancies, following three directions: a h...

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Bibliographic Details
Main Authors: P. Llompart, C. Minoletti, S. Baybekov, D. Horvath, G. Marcou, A. Varnek
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-024-03105-6