83 citations · 131 across the 10 of their papers we have counts for
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physics.ao-ph2022★ 4 cited
Machine learning prediction of the MJO extends beyond one month
Tamaki Suematsu, Kengo Nakai, Tsuyoshi Yoneda +4
The prediction of the Madden-Julian Oscillation (MJO), a massive tropical weather event with vast global socio-economic impacts, has been infamously difficult with physics-based we…
math.DS2022★ 3 cited
Constructing differential equations using only a scalar time-series about continuous time chaotic dynamics
Natsuki Tsutsumi, Kengo Nakai, Yoshitaka Saiki
We propose a simple method of constructing a system of differential equations of chaotic behavior based on the regression only from a scalar observable time-series data. The estima…