Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems.
Hongpeng ZhouWei PanPublished in: CoRR (2022)
Keyphrases
- dynamic systems
- bayesian learning
- ordinary differential equations
- model selection
- complex systems
- qualitative reasoning
- discrete event
- consistency based diagnosis
- dynamical systems
- posterior distribution
- linear time invariant
- qualitative models
- differential equations
- model based diagnosis
- cooperative
- mathematical models
- bayesian inference
- bayesian framework
- closed form
- particle filter
- hidden markov models
- reinforcement learning