Multi-scale Digital Twin: Developing a fast and physics-informed surrogate model for groundwater contamination with uncertain climate models.
Lijing WangTakuya KurihanaAurelien MerayIlijana MastilovicSatyarth PraveenZexuan XuMilad MemarzadehAlexander LavinHaruko M. WainwrightPublished in: CoRR (2022)
Keyphrases
- multiscale
- probabilistic model
- hybrid model
- experimental data
- linear model
- statistical models
- statistical model
- management system
- neural network model
- learning models
- predictive model
- bayesian framework
- computational models
- formal model
- prediction model
- metamodel
- generic model
- linear models
- model fitting
- autoregressive
- analytical model
- domain models
- classification models
- artificial neural networks
- similarity measure
- complex systems
- computational model
- parameter estimation
- prior knowledge
- hierarchical model
- multiple models
- artificial intelligence