Machine learning on Crays to optimize petrophysical workflows in oil and gas exploration.
Nick BrownAnna RoubíckováIoanna LampakiLucy MacGregorMichelle EllisPaola Vera de NewtonPublished in: Concurr. Comput. Pract. Exp. (2020)
Keyphrases
- machine learning
- natural gas
- oil field
- machine learning methods
- genetic algorithm
- machine learning algorithms
- web services
- data processing
- pattern recognition
- business processes
- machine learning approaches
- inductive learning
- business process
- data mining
- knowledge acquisition
- information extraction
- artificial intelligence
- computer vision
- natural language
- learning tasks
- knowledge discovery
- explanation based learning
- scientific workflows
- genetic search
- machine learning and data mining
- oil production
- active exploration
- information retrieval
- oil spill
- learning algorithm
- supervised machine learning
- active learning
- natural language processing
- learning problems
- feature selection
- data analysis