NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators.
Zongren ZouXuhui MengApostolos F. PsarosGeorge E. KarniadakisPublished in: SIAM Rev. (2024)
Keyphrases
- differential equations
- dynamical systems
- numerical solution
- network architecture
- numerical methods
- ordinary differential equations
- neural network
- boundary value problem
- morphological operators
- brownian motion
- multiscale
- partial differential equations
- nonlinear differential equations
- numerical integration
- difference equations
- control theory
- machine learning
- robust optimization
- computational complexity
- pattern recognition
- runge kutta