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Updated: Jun 3, 2025

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基于机器学习的原油-界面张力的估计

Safia Obaidur Rab1,2, Subhash Chandra3, Abhinav Kumar4,5,6

  • 1Central Labs, King Khalid University, P.O. Box 960, AlQura'a, Abha, Saudi Arabia.

Scientific reports
|January 6, 2025
PubMed
概括

使用机器学习模型预测和原油之间的界面张力 (IFT) 是提高石油回收的关键. 随机森林在预测原油-IFT在真实水库条件下表现出最高准确度.

关键词:
原油 的 IFT 原油 的 IFT 原油机器学习 机器学习异常值检测异常值的检测灵敏度分析是一种灵敏度分析.

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Intermolecular forces are attractive forces that exist between molecules. They dictate several bulk properties, such as melting points, boiling points, and solubilities (miscibilities) of substances. Molar mass, molecular shape, and polarity affect the strength of different intermolecular forces, which influence the magnitude of physical properties across a family of molecules.
Temporary attractive forces like dispersion are present in all molecules, whether they are polar or nonpolar. They...
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