Deep learning algorithm for data-driven simulation of noisy dynamical system.
Kyongmin YeoIgor MelnykPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- data driven
- learning algorithm
- qualitative simulation
- qualitative differential equations
- discrete event
- dynamic systems
- dynamical behavior
- differential equations
- phase space
- linear systems
- nonlinear dynamical systems
- simulation model
- state space
- dynamical models
- immune network
- qualitative reasoning
- supervised learning
- lyapunov exponents
- discrete dynamical systems
- machine learning
- real time
- cellular automata