PTFlash : A deep learning framework for isothermal two-phase equilibrium calculations

Phase equilibrium calculations are an essential part of numerical simulations of multi-component multi-phase flow in porous media, accounting for the largest share of the computational time. In this work, we introduce a GPUenabled, fast, and parallel framework, PTFlash, that vectorizes algorithms re...

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Hauptverfasser:	Qu, Jingang, Faney, Thibault, de Hemptinne, Jean-Charles, Yousef, Soleiman, Gallinari, Patrick
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Physics - Chemical Physics
Online-Zugang:	Volltext bestellen
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