JpGU-AGU Joint Meeting 2026

Presentation information

[E] Poster

M (Multidisciplinary and Interdisciplinary) » M-IS Intersection

[M-IS03] Particulate Gravity Currents

Thu. May 28, 2026 5:15 PM - 7:00 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

5:15 PM - 7:00 PM

[MIS03-P05] Inverse analysis from pyroclastic density current deposits using machine learning

*Aiko Kurosawa1, Hajime Naruse1, Hiroyuki A. Shimizu2 (1. Kyoto University, 2. Sabo and Landslide Technical Center)

Keywords:Pyroclastic surge, Neural Network, Disaster resilience, Geohazard