Learning Functional Priors and Posteriors from Data and Physics.
Xuhui MengLiu YangZhiping MaoJosé del Águila FerrandisGeorge Em KarniadakisPublished in: CoRR (2021)
Keyphrases
- data sets
- data collection
- prior knowledge
- data analysis
- database
- image data
- synthetic data
- learning process
- data structure
- human experts
- high quality
- data processing
- raw data
- experimental data
- background knowledge
- knowledge acquisition
- data mining techniques
- knowledge discovery
- online learning
- artificial intelligence
- machine learning
- active learning
- data model
- bayesian methods