Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling.
Yonggi ParkKelum GajamannageDilhani I. JayathilakeErik M. BolltPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- recurrent neural networks
- ordinary differential equations
- differential equations
- phase space
- dynamical models
- dynamic systems
- nonlinear dynamical systems
- echo state networks
- linear dynamical systems
- feed forward
- neural network
- genetic regulatory networks
- linear systems
- state space
- numerical solution
- qualitative simulation
- image sequences
- predictive state representations
- artificial neural networks
- initial conditions
- mathematical models
- partial differential equations
- numerical methods
- biologically inspired
- human motion
- back propagation
- bayesian networks