JpGU-AGU Joint Meeting 2020

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[J] Oral

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

[M-GI39] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Kenta Ueki(Japan Agency for Marine-Earth Science and Technology), Shin-ichi Ito(The University of Tokyo)

It is important to extract essential processes and structures from observed data sets in order to understand and predict the dynamic behavior of the earth and planetary systems. Recently, many powerful methodologies have been proposed to extract useful information from high-dimensional data sets in mathematical and information sciences. This session aims to provide an opportunity to gather various geoscientists to have a productive discussion for interdisciplinary collaborations.

[MGI39-08] Bayesian modeling of the equation-of-state for liquid iron under high-P and high-T conditions corresponding to the Earth’s outer core

*Taroujirou Matumura1, Yasuhiro Kuwayama2, Kenta Ueki3, Tatsu Kuwatani3,6, Yasunobu Ando1, Kenji Nagata4,6, Shin-ichi Ito5, Hiromichi Nagao5 (1.Research Center for Computational Design of Advanced Functional Materials (CD-FMat), National Institute of Advanced Industrial Science and Technology, 2.Department of Earth and Planetary Science, The University of Tokyo, 3.Research Institute for Marine Geodynamics, Japan Agency for Marine-Earth Science and Technology, 4.Research Center for Advanced Measurement and Characterization, National Institute for Materials Science (NIMS), 5.Earthquake Research Institute, The University of Tokyo, 6.Japan Science and Technology Agency, PRESTO)