Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems.
Katsiaryna HaitsiukevichOnur PoyrazPekka MarttinenAlexander IlinPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- diffusion models
- diffusion model
- information diffusion
- state space
- probabilistic model
- bayesian networks
- nonlinear dynamics
- qualitative simulation
- nonlinear dynamical systems
- social networks
- hidden variables
- latent variable models
- phase space
- generative model
- latent variables
- text mining
- viral marketing
- predictive state representations