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SE(3)-MeanFlow introduces a few-step generative framework for protein backbone generation on Lie groups, extending MeanFlow to SE(3) with closed-form average-velocity training targets and a rectification-based post-training that matches or exceeds flow-matching baselines at reduced sampling steps.