A matrix-completion model hybridized with the Bromley equation predicts activity coefficients and osmotic coefficients for 9,296 aqueous electrolytes at 298 K, including unmeasured ones.
Modified UNIFAC 2.0-A Group-Contribution Method Completed with Machine Learning , volume =
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Predicting Activities in Aqueous Electrolyte Solutions with Hybrid Machine Learning
A matrix-completion model hybridized with the Bromley equation predicts activity coefficients and osmotic coefficients for 9,296 aqueous electrolytes at 298 K, including unmeasured ones.