DeepXDE: A Deep Learning Library for Solving Differential Equations.
Lu LuXuhui MengZhiping MaoGeorge Em KarniadakisPublished in: SIAM Rev. (2021)
Keyphrases
- differential equations
- deep learning
- runge kutta
- feed forward artificial neural networks
- dynamical systems
- unsupervised learning
- numerical solution
- unsupervised feature learning
- machine learning
- numerical methods
- ordinary differential equations
- weakly supervised
- boundary value problem
- natural images
- partial differential equations
- semi supervised
- image analysis
- mental models
- high dimensional
- image processing
- deep architectures
- computer vision
- neural network