NeuralUQ: A comprehensive library for uncertainty quantification in neural differential equations and operators.
Zongren ZouXuhui MengApostolos F. PsarosGeorge Em KarniadakisPublished in: CoRR (2022)
Keyphrases
- differential equations
- dynamical systems
- ordinary differential equations
- brownian motion
- numerical solution
- neural network
- boundary value problem
- network architecture
- numerical methods
- nonlinear differential equations
- transmission line
- partial differential equations
- control theory
- difference equations
- image compression
- state space
- morphological operators
- artificial neural networks
- numerical integration
- runge kutta
- learning algorithm