Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling.
Sam ParteeMatthew EllisAlessandro RigazziAndrew ShaoScott BachmanGustavo MarquesBenjamin RobbinsPublished in: J. Comput. Sci. (2022)
Keyphrases
- numerical simulations
- machine learning
- theoretical analysis
- data mining
- machine learning algorithms
- machine learning methods
- learning algorithm
- data driven approaches
- decision trees
- long term
- feature selection
- natural language processing
- scale space
- scientific data
- simulation data
- finite element method
- weather prediction