Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling.
Tizian WenzelBernard HaasdonkHendrik KleikampMario OhlbergerFelix SchindlerPublished in: LSSC (2023)
Keyphrases
- modeling method
- modeling framework
- model driven
- hybrid models
- models built
- mathematical modeling
- model construction
- gaussian processes
- statistical models
- model validation
- hybrid model
- similarity measure
- classification models
- process model
- complex systems
- generative model
- probabilistic model
- feature space
- deep learning
- bayesian networks
- modeling tool
- physical models
- decision trees
- machine learning