Optimal control of PDEs using physics-informed neural networks.
Saviz MowlaviSaleh NabiPublished in: J. Comput. Phys. (2023)
Keyphrases
- optimal control
- neural network
- dynamic programming
- control problems
- feedback control
- risk sensitive
- partial differential equations
- control strategy
- class of nonlinear systems
- reinforcement learning
- genetic algorithm
- infinite horizon
- back propagation
- lyapunov function
- brownian motion
- optimal control problems
- fuzzy systems
- level set
- artificial neural networks
- numerical solution
- fuzzy logic
- image denoising
- stochastic control
- activation function
- control law
- image processing
- solving partial differential equations