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Metal nanoparticles has been used to catalyze a wide range of chemical reactions in heterogeneous catalysis for its high activity and selectivity.Among others, the origin of the high activity of metal nanoparticles and its stability are concerned for designing of better catalysts and commercialization.I will address our theoretical efforts on these topics based on extensive first-principles theory calculations.