10:45 AM - 11:15 AM
[U18-01] Analysis of Deep Learning Dynamics for Understanding and Controlling AI: An approach from Physics
★Invited Papers
*Imaizumi Masaaki1,2,3 (1. The University of Tokyo, 2. RIKEN AIP, 3. Kyoto University)
[J] Oral
U (Union ) » Union
Sun. May 24, 2026 10:45 AM - 12:15 PM Exhibition Hall Special Setting (1) (Exhibition Hall 7&8, Makuhari Messe)
Chairperson:Nagao Hiromichi(Earthquake Research Institute, The University of Tokyo), Takahashi Yukihiro(Department of Cosmosciences, Graduate School of Science, Hokkaido University), Iida Yusuke(Niigata University), Nakano Masuo(Japan Agency for Marine-Earth Science and Technology)
The current third artificial intelligence (AI) boom that began at the beginning of the 21st century is still going strong, owing to the generalization of hardware such as GPU computers and the establishment of software such as machine learning libraries. AI technology has been actively used in various fields of earth and planetary sciences, where large-scale simulations and large amounts of data are the basis of studies. Since a number of big projects based on collaboration with AI experts are being conducted, the integration of AI and earth and planetary sciences has now formed one of the fields in earth and planetary sciences.
In collaboration with the Japanese Society for Artificial Intelligence (JSAI), this session consists of invited talks by leading AI researchers and earth and planetary scientists using AI technology, and provides an interdisciplinary discussion on the current status and future vision of AI research in earth and planetary sciences. Since many information scientists including JSAI members who are non-professional in geosciences are expected to attend, the language in this sesison will be either English or Japanese to promote the collaboration between geosciences and AI communities in Japan smoothly.
10:45 AM - 11:15 AM
*Imaizumi Masaaki1,2,3 (1. The University of Tokyo, 2. RIKEN AIP, 3. Kyoto University)
11:15 AM - 11:35 AM
*Munehiko Yamaguchi1 (1. Meteorological Research Institute, Japan Meteorological Agency)
11:35 AM - 11:55 AM
*Chihiro Mitsuda1,2 (1. Fujitsu Limited, 2. Nagoya University)
11:55 AM - 12:15 PM
*Masayuki Kano1,2 (1. Disaster Prevention Research Institute, 2. Japan Agency for Marine-Earth Science and Technology)
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