Comments (3)
lululxvi
commented on June 3, 2024
1
model.predict cannot work with PDEOperatorCartesianProd yet. It is not a bug, but needs more code implementation. You may use other numerical methods to get the error now.
from deepxde.
PhilippBrendel
commented on June 3, 2024
Dear @lululxvi,
thank you for the clarification, I will check other options!
I have a slightly related question that you might be able to answer quickly:
Can PDEOperatorCartesianProd work with MIONetCartesianProd out-of-the-box or do I need to create my own version of it supporting MIONet?
I tried to use it that way but it's giving me shape errors on standard boundary conditions.
So far I have only found this repo for data-driven approach with MIONet, but I want to train a physics-informed MIONet, see e.g. this work.
Best,
Philipp
from deepxde.
lululxvi
commented on June 3, 2024
Can PDEOperatorCartesianProd work with MIONetCartesianProd out-of-the-box?
No. You need to implement your version.
from deepxde.
Related Issues (20)
- Heat conduction equation with contact boundary and output-dependent parameters. HOT 3
- L-BFGS iteration records HOT 2
- How do I train pideepon with my own data? HOT 2
- How to solve inverse problem with parameters in the boundary condition? HOT 6
- Custom optimizer in deepxde HOT 1
- use a list of output layer in the PFNN HOT 2
- ValueError: all the input array dimensions except for the concatenation axis must match exactly, but along dimension 1, the array at index 0 has size 4 and the array at index 1 has size 1
- No penetration Boundary condition HOT 2
- ZCS support for PINNs HOT 4
- Wave equation in a rectangular duct (waveguide)
- .
- L-BFGS HOT 1
- data files for deeponet examples HOT 1
- After I installed DeepxDE, guide the error JSON problem, and replace the deepxde version of the error error。json.decoder.JSONDecodeError: Expecting ',' delimiter: line 1 column 15 (char 14) HOT 3
- May I use the function like PointSetBc in physics-informed deeponet to feed some data for the model? HOT 1
- Specifying Dirichlet boundary condition using PointSetBC
- AttributeError: `dense` is not available with Keras 3. HOT 5
- How to set boundary condition which includes two PINN outputs
- Order of boundary points in on_boundary - Does it match the order in boundary_points argument of PointCloud? HOT 8
- For the L-BFGS optimizer, parameter "maxiter" should not be used to define the number of loops on data HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from deepxde.