2 papers
cs.MS2026
py-ARGOS: A Python package for automatic, statistically principled discovery of ordinary differential equations from data
Yuzheng Zhang, Rui Carvalho
Recovering the governing equations of a dynamical system from data is a central problem in data-driven science, yet the available Python tooling forces a compromise among automatio…
cs.LG2026
Fast and principled equation discovery from chaos to climate
Yuzheng Zhang, Weizhen Li, Rui Carvalho
Our ability to predict, control, and ultimately understand complex systems rests on discovering the equations that govern their dynamics. Identifying these equations directly from…