Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models.
Steven AtkinsonYiming ZhangLiping WangPublished in: AAAI Spring Symposium: MLPS (2021)
Keyphrases
- data sets
- physical models
- statistical methods
- data collection
- database
- knowledge discovery
- data processing
- incomplete data
- data quality
- data sources
- synthetic data
- experimental data
- accurate models
- artificial intelligence
- computer science
- data mining techniques
- input data
- prior knowledge
- machine learning
- computer systems
- raw data
- prior distribution
- qualitative physics
- hidden information
- learned models
- historical data
- social networks
- feature selection
- bayesian networks
- data structure
- maximum likelihood