A score-based particle flow filter for non-Gaussian data assimilation in high-dimensional chaotic systems

Zheqi Shen, Youmin Tang, Yuewei Fang

Current particle flow filters rely on Gaussian prior assumptions that fail to capture the non-Gaussian attractor structure of chaotic systems. This study proposes a Score-based Par…