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IKNO:精确 SO(3) 等变各向同性核用于旋转鲁棒神经动力学
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研究提出 Invariant-Conditioned Isotropic Kernel Neural Operator(IKNO),面向旋转鲁棒神经动力学,在三维 Navier–Stokes 动力学上实现精确 SO(3)-等变;当旋转位置与速度时,预测的速度变化按同一方式旋转。目前报道仅给出方法与这一性质,未披露实验数据、基准对比或代码开源等进一步信息。
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Oct 9, 2026
- arXiv · Machine Learning Theory面向旋转鲁棒神经动力学的精确 SO(3)-等变各向同性核
研究提出 Invariant-Conditioned Isotropic Kernel Neural Operator(IKNO),在三维 Navier–Stokes 动力学上实现精确 SO(3)-等变,旋转位置与速度时预测的速度变化按同一方式旋转。
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