Unifying physical systems' inductive biases in neural ODE using dynamics constraints.
Yi Heng LimMuhammad Firmansyah KasimPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- physical systems
- qualitative and quantitative
- complex systems
- model based diagnosis
- recurrent networks
- network architecture
- inductive learning
- neural network
- constraint satisfaction
- fault isolation
- dynamical systems
- causal models
- reasoning about physical systems
- fuzzy rules
- ground truth
- knowledge representation
- artificial intelligence