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@zongyi-li Hello. Hopefully, everyone is doing well. I have already developed an FNO-based model for a 2D (xy) Darcy flow problem using generated samples. There is potential to further improve...

Dear Hongkai, Thank you for your very interesting research. Last half a year, I was aiming to solve the Helmholtz equation with PINNs using DeepXDE packages. I could reach a...

Amazing project. I have been able to reproduce some of the Kolmogorov flows. However, I am more interested in the cavity flow scenarios. Would you be able to supply: 1....

I encountered an error while attempting to download data. The error message provided by the server is as follows: This XML file does not appear to have any style information...

I want to get a predicted model for flow field, which can export the flow field by the message like mach number or pressure that I entered. But I could...

Hello, Would it be possible to add the other `.mat` files for the other PDEs, e.g., Navier-Stokes, Darcy, etc?