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math.DS2023★ 23 cited
Reconstructing Network Dynamics of Coupled Discrete Chaotic Units from Data
Irem Topal, Deniz Eroglu
Reconstructing network dynamics from data is crucial for predicting the changes in the dynamics of complex systems such as neuron networks; however, previous research has shown tha…
math.DS2022★ 32 cited
Emergent hypernetworks in weakly coupled oscillators
Eddie Nijholt, Jorge Luis Ocampo-Espindola, Deniz Eroglu +2
Networks of weakly coupled oscillators had a profound impact on our understanding of complex systems. Studies on model reconstruction from data have shown prevalent contributions f…