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20152026
most citedMachine-learning inference of fluid variables from data using reservoir computing

83 citations · 260 across the 21 of their papers we have counts for

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math.DS2021★ 24 cited

Dynamical system analysis of a data-driven model constructed by reservoir computing

Miki U Kobayashi, Kengo Nakai, Yoshitaka Saiki +1

This study evaluates data-driven models from a dynamical system perspective, such as unstable fixed points, periodic orbits, chaotic saddle, Lyapunov exponents, manifold structures…