Applications of physics-informed scientific machine learning in subsurface science: A survey.
Alexander Y. SunHongkyu YoonChung-Yan ShihZhi ZhongPublished in: CoRR (2021)
Keyphrases
- machine learning
- computer science
- artificial intelligence
- scientific knowledge
- data mining
- science education
- computational science
- science learning
- scientific communities
- quantum mechanics
- physical sciences
- scientific discovery
- pattern recognition
- scientific inquiry
- environmental sciences
- explanation based learning
- machine learning methods
- conceptual understanding
- earth science
- text mining
- scientific data management
- knowledge acquisition
- computational intelligence
- supervised learning
- information extraction
- knowledge discovery
- learning tasks
- interdisciplinary field
- science classroom
- feature selection
- computer vision
- learning algorithm
- machine learning algorithms
- longitudinal study
- information science
- elementary school
- pilot study
- scientific data
- reinforcement learning
- engaging students
- science instruction
- inductive logic programming
- machine learning approaches
- hyperspectral
- data sets
- statistical methods
- remote sensing
- semi supervised learning
- natural language processing
- data analysis
- natural language
- neural network