Articles with "model hydrate" as a keyword



A Novel CatBoost-Optuna Model for Hydrate Phase Equilibrium Prediction Considering the Molecular Properties and Functional Group Features

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Published in 2025 at "SPE Journal"

DOI: 10.2118/228401-pa

Abstract: The interaction mechanism among the components of each phase in systems containing organic solutes is highly complex, making it extremely difficult to precisely model the hydrate phase equilibrium based on the classic thermodynamics theory. To… read more here.

Keywords: hydrate phase; catboost; model hydrate; model ... See more keywords