Discovering equations from data: symbolic regression in dynamical systems, Brum, Beatriz, Piva, Luiza Lober de Souza, Previdelli, Isolde, Rodrigues, Francisco Aparecido

The process of discovering equations from data lies at the heart of physics and in many other areas of research, including mathematical ecology and epidemiology. Recently, machine learning methods kno...

Predicting and characterizing diverse non-linear behaviors in dynamical systems is a complex challenge, especially due to the inherently presence of chaotic dynamics. Current forecasting methods are r...

Predicting and characterizing diverse non-linear behaviors in dynamical systems is a complex challenge, especially due to the inherently presence of chaotic dynamics. Current forecasting methods are r...