Estimating unknown parameters in uncertain differential equation by maximum likelihood estimation.
Yang LiuBaoding LiuPublished in: Soft Comput. (2022)
Keyphrases
- maximum likelihood estimation
- differential equations
- em algorithm
- maximum likelihood
- dynamical systems
- probability distribution
- expectation maximization
- parameter estimation
- ordinary differential equations
- numerical solution
- initial conditions
- numerical methods
- boundary value problem
- multivariate gaussian
- difference equations
- density function
- nonlinear differential equations
- partial differential equations
- probability density
- multiscale
- machine learning
- state space
- continuous functions
- probabilistic model
- multiresolution
- artificial neural networks
- reinforcement learning