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Updated: Jul 24, 2025

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使用可靠的基于树的机器学习算法,模拟表面活性剂-碳化合物系统的界面张力

Ali Rashidi-Khaniabadi1, Elham Rashidi-Khaniabadi2, Behnam Amiri-Ramsheh3

  • 1Department of Petroleum Engineering, EOR Research Center, Omidiyeh Branch, Islamic Azad University, Omidiyeh, Iran.

Scientific reports
|July 5, 2023
PubMed
概括

预测界面张力 (IFT) 对于增强石油回收 (EOR) 至关重要. 基于树的机器学习模型准确地估计了IFT,梯度增强回归树 (GBRT) 显示出最佳性能.

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