2 papers
cs.SC2025
Symbolic Foundation Regressor on Complex Networks
Weiting Liu, Jiaxu Cui, Jiao Hu +2
In science, we are interested not only in forecasting but also in understanding how predictions are made, specifically what the interpretable underlying model looks like. Data-driv…
cs.AI2024
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression
Jiao Hu, Jiaxu Cui, Bo Yang
Discovering governing equations of complex network dynamics is a fundamental challenge in contemporary science with rich data, which can uncover the mysterious patterns and mechani…