DeepXDE: A Deep Learning Library for Solving Differential Equations.
Lu LuXuhui MengZhiping MaoGeorge Em KarniadakisPublished in: AAAI Spring Symposium: MLPS (2020)
Keyphrases
- differential equations
- deep learning
- feed forward artificial neural networks
- runge kutta
- dynamical systems
- numerical solution
- unsupervised learning
- unsupervised feature learning
- ordinary differential equations
- boundary value problem
- partial differential equations
- machine learning
- numerical methods
- deep architectures
- mental models
- higher order
- artificial neural networks
- supervised learning