DeepXDE: A deep learning library for solving differential equations.
Lu LuXuhui MengZhiping MaoGeorge E. KarniadakisPublished in: CoRR (2019)
Keyphrases
- differential equations
- deep learning
- feed forward artificial neural networks
- runge kutta
- dynamical systems
- unsupervised feature learning
- ordinary differential equations
- numerical solution
- unsupervised learning
- boundary value problem
- machine learning
- mental models
- weakly supervised
- numerical methods
- partial differential equations
- deep architectures
- steady state
- semi supervised
- state space
- artificial neural networks
- object recognition