4 citations · 8 across the 3 of their papers we have counts for
3 papers
physics.ao-ph2025
A Stochastic Lattice Model for Convective Self-aggregation Incorporating Longwave Radiative Effect
Takuya Jinno, Hiroaki Miura
Self-aggregation of tropical convection is a universal feature observed in a diverse range of atmospheric environments. Several preceding models conceptualized the self-aggregation…
physics.comp-ph2025★ 4 cited
Long-term prediction of El Niño-Southern Oscillation using reservoir computing with data-driven realtime filter
Takuya Jinno, Takahito Mitsui, Kengo Nakai +2
In recent years, the application of machine learning approaches to time-series forecasting of climate dynamical phenomena has become increasingly active. It is known that applying…
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…