The 2024 SSJ Fall Meeting
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Room CSpecial session : S21. Acceleration of seismological research through integration with information science

[S21]AM-2

Tue. Oct 22, 2024 10:45 AM - 12:15 PM JST
Tue. Oct 22, 2024 1:45 AM - 3:15 AM UTC
Room C Medium-sized Conference room 302 (3F)
chairperson:Ryoichiro Agata(JAMSTEC), Keisuke Yano
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10:45 AM - 11:15 AM JST(1:45 AM - 2:15 AM UTC)

[S21-07][Invited]Modeling of physical phenomena based on Bayesian statistics

*Satoru Tokuda1 (1. Kyushu University)
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11:15 AM - 11:45 AM JST(2:15 AM - 2:45 AM UTC)

[S21-08][Invited]Machine Learning and Scientific Mathematical Models: Data-Driven Solutions of Forward and Inverse Problems

*Naoya Takeishi1 (1. The University of Tokyo)
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11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[S21-09]Physics-Informed Deep Learning for Forward and Inverse Modeling of Inplane Crustal Deformation

*Tomohisa OKAZAKI1, Kazuro Hirahara1,2, Takeo Ito3, Masayuki Kano4, Naonori Ueda1 (1. RIKEN Center for Advanced Intelligence Project, 2. Kagawa University, 3. Graduate School of Environmental Studies, Nagoya University, 4. Graduate School of Science, Tohoku University)
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12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)

[S21-10]HypoNet Nankai: Rapid hypocenter determination tool for the Nankai Trough subduction zone using physics-informed neural networks

*Ryoichiro AGATA1, Satoru Baba1, Ayako Nakanishi1, Yasuyuki Nakamura1 (1. JAMSTEC)
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