6 citations · 8 across the 4 of their papers we have counts for
5 papers
Controlling Transient Chaos in the Lorenz System with Machine Learning
David Valle, Rubén Capeans, Alexandre Wagemakers +1
This paper presents a novel approach to sustain transient chaos in the Lorenz system through the estimation of safety functions using a transformer-based model. Unlike classical me…
Systematic search for islets of stability in the standard map for large parameter values
Alexandre R. Nieto, Rubén Capeáns, Miguel A. F. Sanjuán
In the seminal paper (Phys. Rep. 52, 263, 1979), Boris Chirikov showed that the standard map does not exhibit a boundary to chaos, but rather that there are small islands (islets)…
Beyond partial control: Controlling chaotic transients with the safety function
Rubén Capeáns, Miguel A. F. Sanjuán
Partial control is a technique used in systems with transient chaos. The aim of this control method is to avoid the escape of the orbits from a region Q of the phase space where th…
Forcing the escape: Partial control of escaping orbits from a transient chaotic region
Gaspar Alfaro, Rubén Capeáns, Miguel A. F. Sanjuán
A new control algorithm based on the partial control method has been developed. The general situation we are considering is an orbit starting in a certain phase space region Q havi…
A new approach of the partial control method in chaotic systems
Rubén Capeáns, Juan Sabuco, Miguel A. F. Sanjuán
We present here a new approach of the partial control method, which is a useful control technique applied to transient chaotic dynamics affected by a bounded noise. Usually we want…