Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis. - Pengcheng Xia 005; Zhichao Dong 005; Yixiang Huang; Chengjin Qin; Qun Chao; Chengliang Liu 001 (CoRR, 2026)