Machine Learning in Aerodynamic Shape Optimization.
Jichao LiXiaosong DuJoaquim R. R. A. MartinsPublished in: CoRR (2022)
Keyphrases
- machine learning
- global optimization
- machine learning methods
- shape model
- shape features
- optimization problems
- shape retrieval
- optimization algorithm
- data analysis
- data sets
- supervised learning
- natural language processing
- text classification
- learning systems
- shape representation
- learning algorithm
- decision trees
- dynamic model
- optimization approaches
- machine learning approaches
- explanation based learning
- optimization methods
- optimization process
- shape change
- shape descriptors
- shape analysis
- vector field
- machine learning algorithms
- semi supervised learning
- model selection
- knowledge acquisition
- text mining
- active learning
- pattern recognition
- image sequences
- genetic algorithm