Author

Serhiy Yanchuk

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Preprint Sep 2026

Frequency bursts in adaptive delay-coupled oscillators

We report on frequency bursting oscillations in a system of phase oscillators with adaptive and delayed coupling. Adaptation of the coupling strengths is considered slow and depends on the phase shift between the oscillators. We find due to the combined chain of adaptation, collective dynamics, and time delays, the sys...

Yu Wang, J. Sieber, Jin-De Cao et al. · 0 citations

#machine learning Preprint Sep 2026

Inference of Unknown Dynamical Components Using Next Generation Reservoir Computing: From Chaotic Systems to Climate Data

We investigate next generation reservoir computing (NGRC) as a data-driven approach for inferring unseen components of dynamical systems. We compare NGRC with traditional reservoir computing (RC) using the Lorenz and R\"ossler system, where two unknown components are inferred from one given component. For both systems,...

Jule Budnick, Andrew Keane, Serhiy Yanchuk · 0 citations