Near-optimal control of dynamical systems with neural ordinary differential equations.
Lucas BöttcherThomas AsikisPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- dynamical systems
- ordinary differential equations
- differential equations
- control theory
- phase space
- dynamic systems
- nonlinear dynamics
- numerical solution
- linear systems
- state space
- nonlinear dynamical systems
- neural network
- qualitative simulation
- control system
- genetic regulatory networks
- control strategy
- qualitative reasoning
- control method
- partial differential equations
- optimal solution
- learning algorithm