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In this paper, we establish a simple formula for computing the Lin-Lu-Yau Ricci curvature on graphs. For any edge in a simple locally finite graph , the curvature can be expressed as a cost function of an optimal bijection between two blow-up sets of the neighbors of and . Utilizing this approach, we derive several results including a structural theorem for the Bonnet-Myers sharp irregular graphs of diameter and a theorem on -free Bonnet-Myers sharp graphs.

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