2 papers
physics.comp-ph2025
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-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…