Physics-informed machine learning with conditional Karhunen-Loève expansions.
Alexandre M. TartakovskyDavid A. Barajas-SolanoQiZhi HePublished in: J. Comput. Phys. (2021)
Keyphrases
- machine learning
- computer science
- data mining
- learning objects
- pattern recognition
- learning tasks
- artificial intelligence
- learning systems
- machine learning algorithms
- knowledge acquisition
- machine learning methods
- learning algorithm
- knowledge representation
- support vector machine
- supervised learning
- feature selection
- data analysis
- text mining
- machine learning approaches
- text classification
- knowledge base
- inductive learning
- semi supervised learning
- computer vision
- random field model
- supervised machine learning
- quantum mechanics
- machine learning and data mining
- learning materials
- transfer learning
- model selection
- computational intelligence
- information extraction
- multiscale
- training data
- genetic algorithm