JpGU-AGU Joint Meeting 2026

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[E] Oral

A (Atmospheric and Hydrospheric Sciences ) » A-AS Atmospheric Sciences, Meteorology & Atmospheric Environment

[A-AS04] Advances in Tropical Cyclone Research: Past, Present, and Future

Wed. May 27, 2026 9:00 AM - 10:30 AM 103 (International Conference Hall, Makuhari Messe)

Chairperson:Tsujino Satoki(Meteorological Research Institute), Kanada Sachie(Nagoya University), Kawabata Yasuhiro(Meteorological Research Institute)

9:15 AM - 9:30 AM

[AAS04-02] SHIPS-Based Typhoon Intensity Prediction Using Interpretable Shallow Kolmogorov–Arnold Network

*Atsushi Takahashi1, Munehiko Yamaguchi2, Honoka Kin1,3, Takuya Kawabata2, Ueda Naonori1 (1. RIKEN, 2. MRI, 3. TDU)

Keywords:Typhoon, Intensity Prediction, Machine Learning, KAN, AI for Science