The role of surrogate models in the development of digital twins of dynamic systems.
Souvik ChakrabortySondipon AdhikariRanjan GanguliPublished in: CoRR (2020)
Keyphrases
- dynamic systems
- complex systems
- qualitative reasoning
- dynamical systems
- consistency based diagnosis
- discrete event
- state variables
- qualitative models
- linear time invariant
- learning algorithm
- development process
- particle filter
- model based diagnosis
- state estimation
- ordinary differential equations
- reinforcement learning
- metadata