Machine learning for asphaltene polarizability: Evaluating molecular descriptors

Asphaltenes are complex polycyclic organic molecules in crude oil that readily aggregate and precipitate under varying thermodynamic conditions. Their structural heterogeneity influences key physicochemical properties, including solubility, stability, and reactivity. Molecular polarizability, a cruc...

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Bibliographic Details
Main Authors: Arun K. Sharma, Owen McMillan, Selsela Arsala, Supreet Gandhok, Rylend Young
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Digital Chemical Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772508125000286
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