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Direct numerical simulation based on OpenFOAM is carried out for two-dimensional Rayleigh-Benard ( R B ) convection in a square domain at high Rayleigh number of 107 and Pr = 0.71. Proper orthogonal decomposition ( POD) is used to analyze the flow and tem