Submitted by a1_jakesauce_ t3_z1nfma in MachineLearning
a1_jakesauce_ OP t1_ixcz153 wrote
Reply to comment by Top-Avocado-2564 in [D] what are the SOTA neural PDE solvers besides FNO? by a1_jakesauce_
I’m looking for competitors for FNO - any recommendations for models that would be a fair comparison?
Top-Avocado-2564 t1_ixd75dm wrote
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
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
a1_jakesauce_ OP t1_ixg4o25 wrote
This only includes FNO, Unet, and PINN
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