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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…
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Keywords:
hamiltonian systems;
measure synchronization;
machine;
coupled hamiltonian ... See more keywords