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-P02] Uncertainty of inverse modeling of turbidity currents: Comparison between Monte Carlo dropout and Bayesian surrogate modeling

*Hajime Naruse1 (1. Department of Geology and Mineralogy, Graduate School of Science, Kyoto University)

Keywords:submarine fan, machine learning, inverse analysis, Bayesian inference