1 citations · 1 across the 3 of their papers we have counts for
3 papers
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…
cs.LG2024
Automating the Discovery of Partial Differential Equations in Dynamical Systems
Weizhen Li, Rui Carvalho
Identifying partial differential equations (PDEs) from data is crucial for understanding the governing mechanisms of natural phenomena, yet it remains a challenging task. We presen…
cs.LG2023★ 1 cited
Automatically identifying ordinary differential equations from data
Kevin Egan, Weizhen Li, Rui Carvalho
Discovering nonlinear differential equations that describe system dynamics from empirical data is a fundamental challenge in contemporary science. Here, we propose a methodology to…