Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems.
Jin-Long WuKarthik KashinathAdrian AlbertDragos Chirila PrabhatHeng XiaoPublished in: J. Comput. Phys. (2020)
Keyphrases
- dynamical systems
- nonlinear dynamical systems
- phase space
- lyapunov exponents
- dynamical behavior
- discrete dynamical systems
- dynamical models
- connectionist networks
- differential equations
- nonlinear dynamics
- control theory
- qualitative simulation
- dynamic systems
- chaotic neural network
- state space
- initial conditions
- linear dynamical systems
- agent environment
- predictive state representations
- linear systems
- discriminative learning
- learning algorithm
- partially observable
- statistical models
- cellular automata
- generative model
- multi agent