Wanfeng Lu

School of Mathematical Sciences, SCAM, and CCSB, Fudan University

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Yutong Zhang (1)Keyi Zhou (1)Chenxin Ge (1)Wei Lin (1)Qunxi Zhu (1)

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Sep 27, 2026

School of Mathematical Sciences2w ago·also Fudan, SCAM, Shanghai AI Lab

KoopCell: Koopman-Based Generative Model for Learning Single-Cell Dynamics from Distribution Snapshots

Complex developmental branching and population extrapolation can be resolved with closed-form linear latent operators rather than brittle neural ODEs by framing cell memory through Koopman-Mori-Zwanzig theory.

Wanfeng Lu, Yutong Zhang, Keyi Zhou +3

Wanfeng Lu

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Wanfeng Lu

Publication activitypapers/week, last 8 weeks

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