How to denoise data for steady simulations results with specific %age of noise?

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I have dataset for steady state burgers vortex which includes x-velocity, y-velocity and vorticity. The dataset is 100*100. If I know the %age of noise in data, how I can reduce that specific %age of noise? Thanks in advance!

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