JpGU-AGU Joint Meeting 2026

講演情報

印刷

[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

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

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)

14:30 〜 14:45

[MTT45-04] Machine-Learning-Enhanced Geostatistical Modeling for Robust Coal Quality Prediction under Sparse Drilling

*Angesom Gebretsadik Abraha1, Natsuo Okada1, Ryo Itano1, Yoko Ohtomo1, Youhei Kawamura1 (1. Hokkaido University, Graduate School of Engineering)

キーワード：Hybrid modeling, residual learning, coal ash , sparse drilling, kriging uncertainty, machine learning