Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles.
Xiaowei JiaJared WillardAnuj KarpatneJordan S. ReadJacob A. ZwartMichael S. SteinbachVipin KumarPublished in: Trans. Data Sci. (2021)
Keyphrases
- scientific discovery
- machine learning
- artificial intelligence
- knowledge discovery
- human reasoning
- computer science
- data mining
- information extraction
- machine learning methods
- decision trees
- explanation based learning
- pattern recognition
- computer vision
- text mining
- computational intelligence
- text classification
- learning algorithm
- semi supervised learning
- machine learning algorithms
- learning systems
- learning tasks
- inductive learning
- knowledge base
- machine learning approaches
- learning problems
- data analysis
- knowledge acquisition
- active learning