Space-time error estimates for deep neural network approximations for differential equations.
Philipp GrohsFabian HornungArnulf JentzenPhilipp ZimmermannPublished in: CoRR (2019)
Keyphrases
- space time
- differential equations
- error estimates
- neural network
- difference equations
- error estimation
- numerical methods
- cross validation
- spatio temporal
- spatial and temporal
- video sequences
- dynamical systems
- ordinary differential equations
- dynamic scenes
- artificial neural networks
- boundary value problem
- numerical solution
- error analysis
- multiple view geometry
- provably correct
- back propagation
- model selection
- three dimensional
- partial differential equations
- scan statistic
- knn
- training set
- multiscale
- training data
- computer vision
- learning algorithm