Data-driven construction of a simple equation to calculate the degree of melting of the upper mantle using the major element composition of basalts

Kenta Ueki

Presentation information

[J] Poster

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

[M-GI39] Data-driven Earth and planetary science: From numerical modeling to natural data analysis

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

5:15 PM - 7:00 PM

[MGI39-P05] Data-driven construction of a simple equation to calculate the degree of melting of the upper mantle using the major element composition of basalts

*Kenta Ueki¹, Satoru Haraguchi², Atsushi Nakao³, Hikaru Iwamori² (1. Japan Agency for Marine-Earth Science and Technology, 2. Earthquake Research Institute, the University of Tokyo, 3. Institute of Systems and Information Engineering, University of Tsukuba)

Keywords:Mantle melting, Machine-learning, basalt