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

Bridging nodes, which connect critical components of a network, play an important role in maintaining structural integrity and facilitating communication within the network, representing indirect yet ...

In this paper, we assess how the stability of financial networks is affected by interconnectedness considering its tiniest variation: the edge. We compute the impact of edges as the percentage differe...

Unpredictability as a connecting point between science, existentialism, and political philosophy

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...

It is a test case for how countries recover from a populist fever

Scientific Reports - Additive effect of wildfires on hospital admission in the Pantanal wetland, Brazil

Inferring control parameters in nonlinear dynamical systems is an important task in analyzing general dynamical behaviors, particularly in the presence of inherently deterministic chaos. Traditional a...

The evolution of knowledge and the myth of the lone genius.

Scientific Reports - Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data

Major depressive disorder (MDD) is a multifaceted condition that affects millions of people worldwide and is a leading cause of disability. There is a…

Estimating the outcome of a given dynamical process from structural features is a key unsolved challenge in network science. This goal is hampered by difficulties associated with nonlinearities, corre...

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Scale-free networks play a fundamental role in the study of complex networks and various applied fields due to their ability to model a wide range of real-world systems. A key characteristic of these ...

Consequences of non-Markovian healing processes on epidemic models with recurrent infections on networks, José Carlos Morares Silva, Diogo Henrique Silva, Francisco Aparecido Rodrigues, Silvio C Ferreira Jr

Why is maths the language of the universe?

What can one of the greatest geniuses in physics teach us about data analysis and artificial intelligence?

Dynamics of ecosystem services along ecological network seascapes, Paulo R Guimarães Jr, Carlos J Melián

How to look at the world’s big problems through the lens of complexity.

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...

Neurodevelopmental conditions, such as Autism Spectrum Disorder (ASD) and Attention Deficit Hyperactivity Disorder (ADHD), present unique challenges due to overlapping symptoms, making an accurate dia...