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Fluid flow and heat transfer in a cavity partially filled with a porous medium was studied numerically by one-domain approach and the characters in the interfacial region was concerned in detail.The structure of real porous medium was obtained by using X-ray computed tomography and the permeability was determined by porosity and average diameter of space between solid matrix.