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We present a review of our work on modeling,analysis and computations of collective motion of microswimmers (e.g.,bacteria).Since the number of bacteria is quite large and the collective nature of the motion results in rise of new scales,this problem presents a serious computational challenge and requires special coarse-graining (homogenization) techniques.