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: CoRR (2020)
Keyphrases
- scientific discovery
- machine learning
- artificial intelligence
- knowledge discovery
- human reasoning
- computer science
- pattern recognition
- data mining
- model selection
- water quality
- explanation based learning
- machine learning methods
- semi supervised learning
- knowledge acquisition
- computational intelligence
- supervised learning
- computer vision
- feature selection
- data sets
- text mining
- user profiles
- text classification
- learning algorithm
- solar radiation
- temperature control
- high temperature
- data analysis
- computational biology
- inductive learning
- learning problems
- learning tasks
- learning systems