Author

G. Simonelli

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Open access Jul 2026

Integrated Prediction of Thermophysical Properties of Natural Gas Using Machine Learning and Its Application to Pressure Drop Modeling

A supervised model based on a Backpropagation Neural Network for simultaneous estimation of four interdependent properties: compressibility factor (Z), viscosity (μ), density (ρ) and gas formation volume factor (Bg) is proposed.

C. Silva, L. C. Santos, G. Simonelli · Modelling · 0 citations