2 citations · 3 across the 3 of their papers we have counts for
3 papers
nlin.CD2025
Learning dissipation and instability fields from chaotic dynamics
Ludovico T Giorgini, Andre N Souza, Domenico Lippolis +2
To make predictions or design control, information on local sensitivity of initial conditions and state-space contraction is both central, and often instrumental. However, it is no…
physics.flu-dyn2023★ 2 cited
Transforming Butterflies into Graphs: Statistics of Chaotic and Turbulent Systems
Andre N. Souza
We formulate a data-driven method for constructing finite volume discretizations of a dynamical system's underlying Continuity / Fokker-Planck equation. A method is employed that a…
cs.CV2016★ 1 cited
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems
Silas E. N. Fernandes, Danillo R. Pereira, Caio C. O. Ramos +2
Probabilistic-driven classification techniques extend the role of traditional approaches that output labels (usually integer numbers) only. Such techniques are more fruitful when d…