Comments (1)
zongyi-li
commented on May 26, 2024
Yes, I just uploaded this file NavierStokes_V1e-5_N1200_T20.mat on https://drive.google.com/drive/folders/1UnbQh2WWc6knEHbLn-ZaXrKUZhp7pjt-?usp=sharing
It's the Navier-Stokes data with viscosity=1e-5 (not 10000), 1200 samples, 20 time steps.
Notice viscosity=1e-5 is significantly harder than viscosity=1e-4, we expect ~20% error, as reported in the paper. I would suggest to start with the viscosity=1e-3 data in this link. To use it, simply change the TRAIN_PATH and TEST_PATH to the viscosity=1e-3 data file, and set T=40 instead of T=10.
from neuraloperator.
Related Issues (20)
- .\neuraloperator\neuralop\training\callbacks.py error HOT 3
- OutputEncoderCallback problem HOT 3
- Inverse Problem in FNO HOT 2
- RuntimeError: The size of tensor a (2) must match the size of tensor b (16) at non-singleton dimension 3 HOT 1
- RuntimeError: The size of tensor a (2) must match the size of tensor b (16) at non-singleton dimension 3
- Fixing gradient backprop in #233
- MLP dropout > 0.5 causes error HOT 1
- DDP wireup requires calling from MPI
- import error in Training a TFNO on Darcy-Flow example HOT 1
- Training the neural operator in 3D spatial domain HOT 3
- Reproducing the published results
- Potential models to implement and merge
- Reproducing GINO
- loss sometimes jumps at restart
- How to create darcy dataset on different resolution? HOT 1
- U-NO on Darcy-Flow (Gallery of example) don't run on cuda
- [Request] Dataset creation and acquisiton documentation HOT 2
- coordinates in the darcy flow example HOT 2
- Question about differentiation
- Training logs no longer appear in update 0.3.0 HOT 3
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 neuraloperator.