1 citations · 1 across the 2 of their papers we have counts for
2 papers
nlin.CD2025★ 1 cited
Classifying Complex Dynamical and Stochastic Systems via Physics-Based Recurrence Features
J. V. M. Silveira, H. C. Costa, G. S. Spezzatto +2
In this study, we employ the recently developed recurrence microstate probabilities as features to improve accuracy of several well-established machine learning (ML) algorithms. Th…
cs.LG2023
Finding Real-World Orbital Motion Laws from Data
João Funenga, Marta Guimarães, Henrique Costa +1
A novel approach is presented for discovering PDEs that govern the motion of satellites in space. The method is based on SINDy, a data-driven technique capable of identifying the u…