Transformers as Neural Operators for Solutions of Differential Equations with Finite Regularity.
Benjamin ShihAhmad PeyvanZhongqiang ZhangGeorge Em KarniadakisPublished in: CoRR (2024)
Keyphrases
- differential equations
- boundary value problem
- dynamical systems
- numerical solution
- numerical methods
- ordinary differential equations
- continuous functions
- difference equations
- partial differential equations
- transmission line
- neural network
- network architecture
- finite number
- higher order
- multiresolution
- computational complexity
- multiscale
- similarity measure