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Prediction of Excess Enthalpy in Binary Mixtures through Probabilistic Matrix Completion, with a GP-Enforced Smoothness Constraint

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By Jamie T. Cripwell, Garren R. Hermanus, Tobi M. Louw
| dx.doi.org
Introduction Click to copy section linkSection link copied! Excess enthalpy is a key property in the design of chemical processes (1) as well as in the validation of phase equilibrium data. (2,3) As with any mixture property, data scarcity frequently gives rise to modeling studies aimed at addressing that shortage.
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