Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management.
Aleksandra PachalievaDaniel O'MalleyDylan Robert HarpHari S. ViswanathanPublished in: CoRR (2022)
Keyphrases
- machine learning
- computer science
- programming language
- artificial intelligence
- knowledge management
- management system
- information systems
- machine learning methods
- information management
- decision making
- pattern recognition
- machine learning approaches
- computer programming
- learning algorithm
- model selection
- knowledge acquisition
- data processing
- learning systems
- learning tasks
- explanation based learning
- text mining
- loosely coupled
- active learning
- expert systems
- water resources
- decision trees
- feature selection
- computer vision
- data mining
- object oriented programming
- data sets
- ground penetrating radar
- network management
- supervised learning
- object oriented
- knowledge discovery
- objective function
- case study