Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling.
Sam ParteeMatthew EllisAlessandro RigazziScott BachmanGustavo MarquesAndrew ShaoBenjamin RobbinsPublished in: CoRR (2021)
Keyphrases
- machine learning
- data mining
- high performance computing
- computer vision
- path planning
- knowledge discovery
- machine learning approaches
- machine learning algorithms
- knowledge acquisition
- text classification
- computational intelligence
- information extraction
- data sets
- pattern recognition
- multiscale
- decision trees
- feature selection
- artificial intelligence
- long term
- computer science
- natural language processing
- cooperative
- reinforcement learning
- learning systems
- statistical methods
- fault tolerance
- explanation based learning
- learning algorithm
- data driven approaches