Thermodynamics-Informed Neural Network (TINN) for Phase Equilibrium Calculations Considering Capillary Pressure

The thermodynamic properties of fluid mixtures play a crucial role in designing physically meaningful models and robust algorithms for simulating multi-component multi-phase flow in subsurface, which is needed for many subsurface applications. In this context, the equation-of-state-based flash calcu...

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Bibliographic Details
Main Authors: Tao Zhang, Shuyu Sun
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
T
Online Access:https://doaj.org/article/97a773f3c05e433d8000ace225d25d35
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