JpGU-AGU Joint Meeting 2026

Presentation information

[E] Oral

M (Multidisciplinary and Interdisciplinary) » M-GI General Geosciences, Information Geosciences & Simulations

[M-GI37] Drilling Earth Science

Tue. May 26, 2026 3:30 PM - 5:00 PM 102 (International Conference Hall, Makuhari Messe)

Chairperson:Kamiya Nana(Graduate School of Engineering, Kyoto University), Hayashi Gashu(Hiroshima University)

3:30 PM - 3:45 PM

[MGI37-13] Practical application of deep learning models for microbial life detection in deep subseafloor samples using a locally deployable API, "AbyssEye".

*Gashu Hayashi1, Yunosuke Ikeda1,2, Tomoya Nishimura3, Yuki Morono4 (1. Hiroshima University, 2. ELLIPSYS, Inc., 3. Kochi University, 4. Kochi Institute for Core Sample Research, JAMSTEC)

Keywords:Machine learning, Microbiology, Subseafloor , Image Analysis, Microscopy