JpGU-AGU Joint Meeting 2026

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[E] Oral

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

[H-CG17] Tsunami science: learn from the past and mitigate future disasters

Fri. May 29, 2026 9:00 AM - 10:30 AM Exhibition Hall Special Setting (4) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Tsushima Hiroaki(Meteorological Research Institute, Japan Meteorological Agency), Baba Toshitaka(Graduate School of Science and Technology, Tokushima University)

9:30 AM - 9:45 AM

[HCG17-03] Surrogate Modeling of Tsunami Simulation using Neural Operator: Application to Sequential Data Assimilation

*Masayoshi Someya1,2,3, Takashi Furumura1 (1. Earthquake Research Institute The University of Tokyo, 2. JSPS Research Fellow (DC1), 3. Japan Agency for Marine-Earth Science and Technology)

Keywords:Tsunami, Data Assimilation, Scientific Machine Learning