Data-driven closures for stochastic dynamical systems.
Catherine BrennanDaniele VenturiPublished in: J. Comput. Phys. (2018)
Keyphrases
- dynamical systems
- data driven
- differential equations
- dynamic systems
- timed petri nets
- control theory
- qualitative simulation
- agent environment
- state space
- nonlinear dynamical systems
- phase space
- linear systems
- initial conditions
- stochastic model
- linear dynamical systems
- dynamical models
- predictive state representations
- discrete dynamical systems
- machine learning
- qualitative differential equations
- linear quadratic
- partially observable
- monte carlo
- reinforcement learning