Discovering network dynamics with neural symbolic regression

2025/10/23 by Zihan Yu, Jingtao Ding, Yong Li · 1 voice · 3 citations
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Evolutionary Algorithms and Applications

paper · doi:10.1038/s43588-025-00893-8

Citations

• Impulses and Physiological States in Theoretical Models of Nerve Membrane

Cited by

• Graph neural networks uncover structure and functions underlying the activity of simulated neural assemblies
• A unified framework for identifying influential nodes in hypergraphs
• Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics. [europepmc]

Discussions

• **Discovering network dynamics** One more on estimating dynamics of complex systems, this time with symbolic regression doi.org/10.1038/s435... [bsky, 20 points, 0 comments]