Top-Avocado-2564 t1_ixd75dm wrote on November 22, 2022 at 3:47 PM

Reply to comment by a1_jakesauce_ in [D] what are the SOTA neural PDE solvers besides FNO? by a1_jakesauce_

Try deepOnets, but honestly without knowing specifics of your problem. It is hard to advise, PiNN is different from classic DL

a1_jakesauce_ OP t1_ixdi3b9 wrote on November 22, 2022 at 5:00 PM

I want to compare FNO to other SOTA that have been published since ICLR 21 on the 2d NS task from the FNO paper - that is, predict the scalar vorticity of NS on a regular spatial temporal grid for 20-40 time steps into the future given the first 10 solutions

lewispdf t1_ixfx0kb wrote on November 23, 2022 at 3:25 AM

try https://github.com/pdebench/pdebench

a1_jakesauce_ OP t1_ixg4o25 wrote on November 23, 2022 at 4:35 AM

This only includes FNO, Unet, and PINN