MegaFlow2D: A Parametric Dataset for Machine Learning Super-resolution in Computational Fluid Dynamics Simulations.
Wenzhuo XuNoelia Grande GutiérrezChristopher McCombPublished in: CPS-IoT Week Workshops (2023)
Keyphrases
- super resolution
- computational fluid dynamics
- machine learning
- patient specific
- low resolution
- numerical simulations
- high resolution
- image reconstruction
- blood flow
- scientific data
- low resolution images
- resolution enhancement
- single image
- super resolution reconstruction
- motion estimation
- super resolved
- high quality
- multi frame
- image super resolution
- higher resolution
- high resolution images
- velocity field
- data mining
- theoretical analysis
- computer vision
- depth map
- feature selection
- heat transfer
- multiresolution
- super resolution algorithm