Generative Integration of CG Decomposition and Dual Structures for Stable Geometric Flows

This paper presents a generative framework integrating CG decomposition and dual structures to stabilize geometric flows, enabling robust path bundles that reduce intersections, lower cost, and suppress shadow variance through continuous generative–dual dynamics under noisy or complex environments. This work is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.