Pass-efficient methods for compression of high-dimensional turbulent flow data.
Alec M. DuntonLluís JofreGianluca IaccarinoAlireza DoostanPublished in: J. Comput. Phys. (2020)
Keyphrases
- high dimensional
- high dimensional data
- data sets
- data points
- data analysis
- noisy data
- preprocessing
- statistical methods
- synthetic data
- high dimensional datasets
- database
- data reduction
- data quality
- raw data
- computationally expensive
- missing values
- training data
- knowledge discovery
- data sources
- original data
- decision trees
- dimensional data
- sparse data
- high quality
- data structure
- image data
- data mining techniques
- data collection
- end users
- low dimensional
- spectral clustering
- missing data
- data mining methods
- input space
- multiple sources
- dimensionality reduction
- data processing