Modeling nonlinear oscillator networks using physics-informed hybrid reservoir computing
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DOI: 10.1038/s41598-025-03957-x
Abstract: Surrogate modeling of non-linear oscillator networks remains challenging due to discrepancies between simplified analytical models and real-world complexity. To bridge this gap, we investigate hybrid reservoir computing, combining reservoir computing with “expert” analytical models. Simulating… read more here.
Keywords: hybrid reservoir; oscillator networks; reservoir; reservoir computing ... See more keywords