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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…