Combining noisy well data and expert knowledge in a Bayesian calibration of a flow model under uncertainties: an application to solute transport in the Ticino basin.
Emily A. BakerSauro ManentiAlessandro RealiGiancarlo SangalliLorenzo TamelliniSara TodeschiniPublished in: CoRR (2022)
Keyphrases
- expert knowledge
- experimental data
- expert systems
- prior knowledge
- data sets
- domain experts
- knowledge engineering
- bayesian networks
- test data
- fuzzy logic
- domain knowledge
- data sources
- input data
- data collection
- training data
- missing data
- measurement data
- genetic algorithm
- computational model
- probabilistic model
- database
- data mining techniques
- knowledge elicitation
- prior information
- parameter estimates
- measured data
- knowledge discovery
- data points
- control system
- xml documents
- data analysis
- data structure
- high level
- learning algorithm
- neural network