1 citations · 1 across the 4 of their papers we have counts for
4 papers
Trajectory arclength reveals chaos
Javier Jiménez-López, V. J. García-Garrido
In this paper, we investigate the time-averaged phase space arclength of a trajectory, expressed through a normalized Lagrangian descriptor, as a trajectory-based diagnostic for di…
Chaoticus: a parallel approach to the computation of chaos indicators
Javier Jiménez-López, José Sáez-Landete, Victor J. García-Garrido
In this paper we present Chaoticus, a Python-based package for the GPU-accelerated integration of ODE systems and the computation of chaos indicators, including SALI, GALI, Lagrang…
A simple chaos indicator based on the Lagrangian descriptor difference of neighboring orbits
Javier Jiménez-López, Víctor J. García-Garrido
In this paper we introduce a chaos indicator derivable from Lagrangian descriptors (LDs), defined as the difference in LD values between two neighboring trajectories. This differen…
Learning the Chaotic and Regular Nature of Trajectories in Hamiltonian Systems with Lagrangian descriptors
Javier Jiménez López, Víctor José García Garrido
In this paper, we explore the application of Machine Learning techniques, specifically Support Vector Machines (SVM), to unveil the chaotic and regular nature of trajectories in Ha…