Neural Control of Parametric Solutions for High-Dimensional Evolution PDEs.
Nathan GabyXiaojing YeHaomin ZhouPublished in: SIAM J. Sci. Comput. (2024)
Keyphrases
- high dimensional
- neural network
- control system
- nearest neighbor
- dimensionality reduction
- optimal solution
- low dimensional
- control strategies
- network architecture
- partial differential equations
- control method
- numerical solution
- control theory
- data sets
- variable selection
- parameter space
- similarity search
- level set
- multi dimensional
- search space