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2篇 您的检索式：作者名="Awad Mousa"

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		题名	作者	年代	出处	被引量
	1	Medical Students Satisfaction from Peer Advising in an Integrated Problem Based Learning Curriculum: A Cross Sectional Study显示文摘	Amer Al Homssi Tayseer Shamaa Mousa Abu Ghoush Nawar Alhourani Hadeel Awad Mohamad Al-Akchar Hossam Hamdy	2016	Journal of Health Science2016，4，5：	0
	2	Predicted Oil Recovery Scaling-Law Using Stochastic Gradient Boosting Regression Model显示文摘In the process of oil recovery,experiments are usually carried out on core samples to evaluate the recovery of oil,so the numerical data are fitted into a non-dimensional equation called scaling-law.This will be essential for determining the behavior of actual reservoirs.The global non-dimensional time-scale is a parameter for predicting a realistic behavior in the oil field from laboratory data.This non-dimensional universal time parameter depends on a set of primary parameters that inherit the properties of the reservoir fluids and rocks and the injection velocity,which dynamics of the process.One of the practical machine learning(ML)techniques for regression/classification problems is gradient boosting(GB)regression.The GB produces a prediction model as an ensemble of weak prediction models that can be done at each iteration by matching a least-squares base-learner with the current pseudoresiduals.Using a randomization process increases the execution speed and accuracy of GB.Hence in this study,we developed a stochastic regression model of gradient boosting(SGB)to forecast oil recovery.Different nondimensional time-scales have been used to generate data to be used with machine learning techniques.The SGB method has been found to be the best machine learning technique for predicting the non-dimensional time-scale,which depends on oil/rock properties.	Mohamed F.El-Amin Abdulhamit Subasi Mahmoud M.Selim Awad Mousa	2021	Computers, Materials & Continua2021，，8：	0

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