[3R4-OS-27] OS-27

Thu. May 29, 2025 1:40 PM - 3:20 PM Room R (Room 805)

オーガナイザ：木村考伸（古野電気），竹縄知之（東京海洋大学），松岡大祐（海洋研究開発機構）

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1:40 PM - 2:00 PM

[3R4-OS-27-01] Multi-Scale GNN based Ocean Prediction Models for 10-day Global Forecasting

〇Yuta Hirabayashi¹, Daisuke Matsuoka¹, Konobu Kimura² (1. Japan Agency for Marine-Earth Science and Technology, 2. FURUNO ELECTRIC CO., LTD.)

2:00 PM - 2:20 PM

[3R4-OS-27-02] Improving the post-processing for weather forecasts using machine learning

〇Tomoyuki Takenawa¹, Kazuma Iwase¹ (1. Tokyo University of Marine Science and Technology)

2:20 PM - 2:40 PM

[3R4-OS-27-03] Performance evaluation of machine learning-based sea state estimation using ship motion

〇Kazuma Iwase¹, Ulrik Dam Nielsen², Raphaël Emile Gilbert Mounet², Gaute Storhaug³ (1. Tokyo University of Marine Science and Technology, 2. Technical University of Denmark, 3. DNV)

[[Online]]

2:40 PM - 3:00 PM

[3R4-OS-27-04] Llamarine: Open-source Maritime Industry-specific Large Language Model

William Nguyen¹, An Phan¹, Konobu Kimura², Hitoshi Maeno², Mika Tanaka², Quynh Le¹, William Poucher¹, 〇Christopher Nguyen¹ (1. Aitomatic, Inc, 2. 2. FURUNO ELECTRIC CO.,LTD.)

3:00 PM - 3:20 PM

[3R4-OS-27-05] A physics-informed neural networks approach to calculating the fluid dynamics of vessels using surrogate models as an alternative to computational fluid dynamics

〇Konobu Kimura¹, Akito Ueshina¹, Shin Okamoto¹, Yuto Miyake¹, Hiroyuki Hatakenaka ¹, Hitoshi Maeno¹, Daisuke Arai², Keisuke Tajima², Kenta Koike² (1. Furuno Electric, Co., Ltd, 2. Shin Kurushima Sanoyas Shipbuilding Co., Ltd.)

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