RESEARCH PAPER

Toward Physically Consistent Driving Video World Models under Challenging Trajectories

Jiawei Zhou; Zhenxin Zhu; Lingyi Du; Linye Lyu; Lijun Zhou; Zhanqian Wu; Hongcheng Luo; Zhuotao Tian; Bing Wang; Guang Chen; Hangjun Ye; Haiyang Sun; Yu Li

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Category review. PhyGenesis is a 2026 trajectory-rectification and multi-view rendering simulator: it repairs supplied 6-DoF driving trajectories and conditions a Wan-based generator on projected layouts. It does not introduce a generic Wan backbone or a controller that produces executable actions. Reading evidence

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