A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data.
Lili ZhangYuda WuPing JiangSeung-Kyum ChoiQi ZhouPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- data sets
- raw data
- original data
- data collection
- data analysis
- machine learning
- application domains
- data sources
- end users
- data processing
- data points
- small number
- synthetic data
- database
- probability distribution
- data structure
- data mining techniques
- computer systems
- high quality
- data mining algorithms
- decision trees
- data acquisition
- feature selection
- neural network
- data quality
- complex data