most citedTDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics

8 citations · 15 across the 6 of their papers we have counts for

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cs.CE2025

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems

Jiazhen Liu, Ruikun Li, Huandong Wang +4

This position paper argues that next-generation non-equilibrium-inspired generative models will provide the essential foundation for better modeling real-world complex dynamical sy…