13:45 〜 14:00
[MTT45-01] SeedAI: Sustainable Data and Energy Efficient AI Model Training Framework
★Invited Papers
*Srihith Chennareddy1, Vamshi Krishna Appala2 (1. BHS USA, 2. Microsoft USA)
[E] 口頭発表
セッション記号 M (領域外・複数領域) » M-TT 計測技術・研究手法
2026年5月24日(日) 13:45 〜 15:15 展示場特設会場 (8) (幕張メッセ国際展示場 7・8ホール)
座長: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)
Cutting-edge developments in artificial intelligence (AI) are revolutionizing Earth and environmental sciences. This session provides a forum to explore and advance AI-driven innovations that leverage data to deepen insights into our planet's history, current state, and future trajectories. We welcome research on sophisticated AI approaches -- such as machine learning (ML), neural networks, and deep learning -- applied to diverse fields like atmospheric science, oceanography, climate studies, geospace, and other geophysical domains. Topics of interest include, but are not limited to, techniques for analyzing large datasets (e.g., pattern recognition, inverse problems); data-driven modeling and forecasting (e.g., dimensionality reduction, inverse modeling); methods integrating data with physical models (e.g., physics-informed ML, data assimilation); and advanced mathematical, statistical, or theory-driven ML approaches (e.g., optimization, causal inference, Koopman and Mori-Zwanzig frameworks). Join us for engaging presentations and discussions in this dynamic, interdisciplinary domain.
13:45 〜 14:00
*Srihith Chennareddy1, Vamshi Krishna Appala2 (1. BHS USA, 2. Microsoft USA)
14:00 〜 14:15
*Lien Justin1、安東 弘泰1、Kim Yong-Yub3,4,5、Richter Ingo2 (1. 東北大学、2. 海洋研究開発機構、3. Bjerknes Centre for Climate Research、4. IBS Center for Climate Physics、5. Pusan National University)
14:15 〜 14:30
*Vadim Rezvov1,2, Mikhail Krinitskiy1,2, Alexander Gavrikov2, Vasilisa Koshkina1,2 (1. Moscow Institute of Physics and Technology, 2. Shirshov Institute of Oceanology, Russian Academy of Sciences)
14:30 〜 14:45
*Angesom Gebretsadik Abraha1, Natsuo Okada1, Ryo Itano1, Yoko Ohtomo1, Youhei Kawamura1 (1. Hokkaido University, Graduate School of Engineering)
14:45 〜 15:00
Srihith Chennareddy1, *Andrew Yingzhi Ma2, Yen-Chu Weng3 (1. Bellevue HS, 2. Tesla STEM HS, 3. University of Washington)
15:00 〜 15:15
*Mikhail Borisov1, Mikhail Krinitskiy1,2, Stanislava Vostrikova1 (1. Moscow Institute of Physics and Technology, 2. Shirshov Institute of Oceanology, Russian Academy of Sciences)
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