DeepXDE
v1.9.3
Install and Setup
Demos of Function Approximation
Demos of Forward Problems
Demos of Inverse Problems
ODEs
Inverse problem for the Lorenz system
Inverse problem for the Lorenz system with exogenous input
Time-independent PDEs
Inverse problem for the Poisson equation with unknown forcing field
Time-dependent PDEs
Inverse problem for the diffusion equation
Inverse problem for the diffusion-reaction system
fractional PDEs
Demos of Operator Learning
Parallel Training
FAQ
Research
Cite DeepXDE
The Team
API
deepxde
deepxde.data
deepxde.geometry
deepxde.icbc
deepxde.nn
deepxde.nn.jax
deepxde.nn.paddle
deepxde.nn.pytorch
deepxde.nn.tensorflow
deepxde.nn.tensorflow_compat_v1
deepxde.optimizers
deepxde.utils
DeepXDE
Docs
»
Demos of Inverse Problems
Edit on GitHub
Demos of Inverse Problems
¶
Here are some demos of solving inverse problems of PDEs.
ODEs
¶
Inverse problem for the Lorenz system
Inverse problem for the Lorenz system with exogenous input
Time-independent PDEs
¶
Inverse problem for the Poisson equation with unknown forcing field
Inverse problem for the Poisson equation with unknown forcing field with training points resampling
Inverse problem for Brinkman-Forchheimer model
Inverse problem for the diffusion-reaction system with a space-dependent reaction rate
Time-dependent PDEs
¶
Inverse problem for the diffusion equation
Inverse problem for the diffusion-reaction system
Inverse problem for the Navier-Stokes equation of incompressible flow around cylinder
fractional PDEs
¶
Inverse problem for the fractional Poisson equation in 1D
Inverse problem for the fractional Poisson equation in 2D
Read the Docs
v: v1.9.3
Versions
latest
stable
v1.9.3
v1.9.2
v1.8.4
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.