Permeability prediction of porous media using a combination of computational fluid dynamics and hybrid machine learning methods.
Jianwei TianChongchong QiYingfeng SunZaher Mundher YaseenBinh Thai PhamPublished in: Eng. Comput. (2021)
Keyphrases
- machine learning methods
- computational fluid dynamics
- fluid flow
- porous media
- patient specific
- numerical simulations
- machine learning
- machine learning algorithms
- prediction accuracy
- machine learning approaches
- intracranial aneurysms
- blood flow
- scientific data
- temperature field
- velocity field
- water flow
- vector field
- ensemble methods
- water distribution
- dynamical systems
- monitoring system
- mathematical model
- theoretical analysis
- image sequences
- image segmentation
- decision trees
- learning algorithm