Room C

Special session » S21. Acceleration of seismological research through integration with information science

[S21] AM-2

Tue. Oct 22, 2024 10:45 AM - 12:15 PM Room C (Medium-sized Conference room 302 (3F))

chairperson:Ryoichiro Agata(JAMSTEC), Keisuke Yano

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10:45 AM - 11:15 AM

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

*Satoru Tokuda¹ (1. Kyushu University)

11:15 AM - 11:45 AM

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

*Naoya Takeishi¹ (1. The University of Tokyo)

11:45 AM - 12:00 PM

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

*Tomohisa OKAZAKI¹, Kazuro Hirahara^1,2, 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)

12:00 PM - 12:15 PM

[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)

Session information