JpGU-AGU Joint Meeting 2026

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[E] Oral

H (Human Geosciences ) » H-CG Complex & General

[H-CG19] Adaptation to climate change and its social implementation

Sun. May 24, 2026 10:45 AM - 12:15 PM Exhibition Hall Special Setting (3) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Ishikawa Yoichi(JAPAN Agency for Marine-Earth Science and Technology), DAIRAKU KOJI(University of Tsukuba), Tamura Makoto(Ibaraki University), Guo Qiang(The University of Tsukuba), Xu Weixuan(Princeton University)

10:45 AM - 11:00 AM

[HCG19-06] Dynamical Systems-Constrained Machine Learning Improves Tropical Cyclone Intensity Simulation Through Ocean-Atmosphere Coupling Preservation

*Paul Ayodele Adigun1, KOJI DAIRAKU1 (1. University of Tsukuba)

Keywords:Tropical Cyclone Intensity, Ocean-Atmosphere Coupling, Dynamical Systems Theory, Constrained Machine Learning