Progress and Challenges of Integrated Machine Learning and Traditional Numerical Algorithms: Taking Reservoir Numerical Simulation as an Example

Progress and Challenges of Integrated Machine Learning and Traditional Numerical Algorithms: Taking Reservoir Numerical Simulation as an Example

Machine learning techniques have garnered significant attention in various engineering disciplines due to their potential and benefits. Specifically, in reservoir numerical simulations, the core process revolves around solving the partial differential equations delineating oil, gas, and water flow d...

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Bibliographic Details
Main Authors: Xu Chen, Kai Zhang, Zhenning Ji, Xiaoli Shen, Piyang Liu, Liming Zhang, Jian Wang, Jun Yao
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Mathematics
Subjects:
machine learning
reservoir numerical simulation
reservoir engineering
numerical methods
partial differential equation solving
Online Access:https://www.mdpi.com/2227-7390/11/21/4418

Internet

https://www.mdpi.com/2227-7390/11/21/4418

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