Predicting the impact of treatments over time with uncertainty aware neural differential equations.
Edward De BrouwerJavier González HernándezStephanie L. HylandPublished in: CoRR (2022)
Keyphrases
- differential equations
- dynamical systems
- network architecture
- numerical solution
- ordinary differential equations
- feed forward artificial neural networks
- nonlinear differential equations
- neural network
- boundary value problem
- brownian motion
- numerical integration
- numerical methods
- control theory
- partial differential equations
- transmission line
- runge kutta
- difference equations
- higher order
- image analysis
- image processing