From the 1 of 4 linked papers with an AI index.
1 citations · 1 across the 2 of their papers we have counts for
4 papers
Bayesian Basin Tracking: Efficient Global Continuation of Multistable Dynamical Systems
Pedro Haerter, Alexandre Wagemakers, Alvar Daza +1
The paper introduces Bayesian Basin Tracking, a method that uses adaptive Bayesian inference to efficiently map the basins of attraction in high‑dimensional multistable dynamical s…
Performance Analysis of QAM-MPPM in Turbulence-Free FSO Channels: Accurate Derivations and Practical Approximations
Francisco J. Escribano, Alexandre Wagemakers
Following the trends of index modulated (IM) techniques for optical communications, in the last few years several new waveform proposals have been made, aiming at conveying a highe…
Characterization of Fractal Basins Using Deep Convolutional Neural Networks
David Valle, Alexandre Wagemakers, Alvar Daza +1
Neural network models have recently demonstrated impressive prediction performance in complex systems where chaos and unpredictability appear. In spite of the research efforts carr…
Chaotic dynamics creates and destroys branched flow
Alexandre Wagemakers, Aleksi Hartikainen, Alvar Daza +2
The phenomenon of branched flow, visualized as a chaotic arborescent pattern of propagating particles, waves, or rays, has been identified in disparate physical systems ranging fro…