12 citations · 18 across the 11 of their papers we have counts for
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nlin.CD2025
Approach to predicting extreme events in time series of chaotic dynamical systems using machine learning techniques
Alexandre C. Andreani, Bruno R. R. Boaretto, Elbert E. N. Macau
This work proposes an innovative approach using machine learning to predict extreme events in time series of chaotic dynamical systems. The research focuses on the time series of t…
q-bio.NC2025★ 12 cited
Noise-induced Extreme Events in Hodgkin-Huxley Neural Networks
Bruno R. R. Boaretto, Elbert E. N. Macau, Cristina Masoller
Extreme events are rare, large-scale deviations from typical system behavior that can occur in nonlinear dynamical systems. In this study, we explore the emergence of extreme event…