Anticipating measure synchronization in coupled Hamiltonian systems with machine learning.
Sign Up to like & getrecommendations! Published in 2022 at "Chaos"
DOI: 10.1063/5.0093663
Abstract: A model-free approach is proposed for anticipating the occurrence of measure synchronization in coupled Hamiltonian systems. Specifically, by the technique of parameter-aware reservoir computing in machine learning, we demonstrate that the machine trained by the… read more here.
Keywords: hamiltonian systems; measure synchronization; machine; coupled hamiltonian ... See more keywords
Measure Synchronization and Phase Coherence in a High Dimensional Hamiltonian System
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the Korean Physical Society"
DOI: 10.3938/jkps.74.764
Abstract: Partial and complete measure synchronizations (MSs) are investigated in a high-dimensional Hamiltonian system. Here, a four-coupled ring-shaped rotor model is employed. We calculate the averaged energy of each rotor numerically to address the clustering process… read more here.
Keywords: measure synchronization; phase; measure; phase coherence ... See more keywords