106 citations · 1.1k across the 43 of their papers we have counts for
13 papers · 1 filter
Machine learning algorithms for predicting the amplitude of chaotic laser pulses
Pablo Amil, Miguel C. Soriano, Cristina Masoller
Forecasting the dynamics of chaotic systems from the analysis of their output signals is a challenging problem with applications in most fields of modern science. In this work, we…
Impact of lag information on network inference
Nicolas Rubido, Cristina Masoller
Extracting useful information from data is a fundamental challenge across disciplines as diverse as climate, neuroscience, genetics, and ecology. In the era of ``big data'', data i…
Assessing the direction of climate interactions by means of complex networks and information theoretic tools
J. Ignacio Deza, Cristina Masoller, Marcelo Barreiro
An estimate of the net direction of climate interactions in different geographical regions is made by constructing a directed climate network from a regular latitude-longitude grid…
Organization and clasification of trajectories in the time-delayed Mackey-Glass system
Pablo Amil, Cecilia Cabeza, Cristina Masoller +1
Using a novel electronic implementation of a well-known time-delayed system, the Mackey-Glass (MG) system, we investigate the organization of the trajectories in the phase space, a…
Distinguishing the effects of internal and forced atmospheric variability in climate networks
J. Ignacio Deza, Cristina Masoller, Marcelo Barreiro
The fact that the Earth climate is a highly complex dynamical system is well-known. In the last few decades a lot of effort has been focused on understanding how climate phenomena…
Extreme intensity pulses in a semiconductor laser with a short external cavity
Jose A. Reinoso, Jordi Zamora-Munt, Cristina Masoller
We present a numerical study of the pulses displayed by a semiconductor laser with optical feedback in the short cavity regime, such that the external cavity round trip time is sma…