Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics.
David M. BortzDaniel A. MessengerVanja. DukicPublished in: CoRR (2023)
Keyphrases
- parameter estimation
- nonlinear dynamics
- parametric models
- maximum likelihood estimation
- accurate estimation
- estimation algorithm
- parameter estimates
- maximum likelihood
- neural network
- estimation process
- biological systems
- update equations
- parameters estimation
- analytical models
- ordinary differential equations
- autoregressive
- model selection
- probabilistic model