Space-time error estimates for deep neural network approximations for differential equations.
Philipp GrohsFabian HornungArnulf JentzenPhilipp ZimmermannPublished in: Adv. Comput. Math. (2023)
Keyphrases
- space time
- differential equations
- error estimates
- neural network
- error estimation
- difference equations
- numerical methods
- cross validation
- spatio temporal
- dynamical systems
- video sequences
- spatial and temporal
- numerical solution
- boundary value problem
- dynamic scenes
- ordinary differential equations
- back propagation
- artificial neural networks
- partial differential equations
- provably correct
- error analysis
- multiple view geometry
- multiresolution
- model selection
- data sets