Computing thermodynamic properties of ammonia–water mixtures using artificial neural networks

•ANN are used to compute thermodynamic properties of ammonia–water mixture.•Error in predictions is observed to be less than 0.5%.•ANN based approach offers ∼60% computational speedup in calculating properties.•Thermodynamically consistent and accurate predictions of transient response.•Transient si...

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