JpGU-AGU Joint Meeting 2026

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[E] Oral

M (Multidisciplinary and Interdisciplinary) » M-TT Technology & Techniques

[M-TT45] Artificial Intelligence in Earth and Environmental sciences

Sun. May 24, 2026 3:30 PM - 5:00 PM Exhibition Hall Special Setting (8) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Kondrashov A Dmitri(University of California Los Angeles), Richter Ingo(JAMSTEC Japan Agency for Marine-Earth Science and Technology), Krinitskiy Mikhail(Shirshov Institute of Oceanology, Russian Academy of Sciences)

3:30 PM - 3:45 PM

[MTT45-07] Parameter optimization of land ecosystem models by deep learning emulator

*Takuma Sakauchi1, Akihiko Ito1 (1. Faculty of Forest Science, Undergraduate School of Life and Agricultural Sciences, the University of Tokyo)

Keywords:Deep Learning, Terrestrial Ecosystem Model, Parameter Optimization, Knowledge-Guided Machine Learning