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Open access 2026

Coordinated discovery of mechanistic dynamics in complex networks

Symbolic regression offers a route to mechanistic understanding of complex network dynamics, but existing methods often infer node and edge equations independently, allowing errors in one component to be compensated by the other. We present Coordinated Genetic Search (CGS), a framework for discovering governing equatio...

Hai-Quan Qiu, Shu-Zhi Liu, You Wu et al. · 0 citations

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