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Jia-Jing Lin

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Preprint Sep 2026

NeuIDO: Neural Intrinsic Dynamics Operator for Physics-Informed 4D World Models

World models aim to capture environmental dynamics and predict future trajectories, showing growing potential for embodied intelligence. Physics-informed 4D generation integrates physical simulation to predict 3D object interactions, offering a promising pathway toward world models. However, this paradigm relies on man...

Jia-Jing Lin, Xin Zhang, Jianhua Sun · 0 citations

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