How to apply the FNO to NS equation

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Mike
Mike 2024년 4월 17일
답변: CSCh 2024년 4월 25일
Hi, can anyone explain me how to adopt this code to solve Navierstokes equation?
Many thanks, Mike.

답변 (1개)

CSCh
CSCh 2024년 4월 25일
Hi Mike,
if I understand correctly, the FNO only learns from data and does not need the NS-PDE equation. So you need a set of data, in the case of 2D NS, x, y as input variables for the network, and U and V representing the solutions at a given time. The FNO now learns the NS from these data that are subject to these laws. If I see this correctly, you only have to embed the additional variables y (additionally as the input variable for the network) and V into the ‘helper function’. Maybe Conor Daly, the author can made some additional comments on that?
BR, Chris

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