PDEBench
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pdebench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
When running the provided data generation code for 128x128 2D reaction diffusion, I am observing very high PDE residual at the beginning of the trajectory. The lowest that the residual...
I've encountered 3 issues trying to run `gen_ns_incomp.py.` 1. There are incorrect keyword variables in `ns_incomp.yaml`: `force_smoothness`, `force_scale`, `domain_size` and `enable_gravity`. When I run `python gen_ns_incomp.py` it says those keyword...
Hi! Great work, it's pretty great to have dataloaders set up for all these different PDE examples. I've been struggling with running the example code, e.g. on Advection data, which...
Hi, there! Thanks for your great work. Recently I'm using your code to generate dataset. But I noticed that the code of saving dataset involved truncation of the parameter string....
Hello, I am trying to use the pre-trained model for the 1D Burgers' equation using Fourier Neural Operators (FNO). I downloaded the model file 1D_Burgers_Sols_Nu1.0_FNO.pt from the official repository at...
…github ci/cd stuff and code quality ensuring stuff Features: - included modules for computing vorticity given velocity fields (`vorticity.py`, `velocity2vorticity.py`). Vorticity fields are currently missing in the 3dcfd datasets. -...
First of all, thank you for providing pdebench. ;) Do you think it is possible to provide Python 3.11 and Python 3.12 support? As far as I know, PyTorch and...