Mon. May 26, 2025 9:00 AM - 10:30 AM Convention Hall (CH-A) (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-GD Geodesy

[S-GD03] Crustal Deformation

convener:Masayuki Kano(Graduate school of science, Tohoku University), Fumiaki Tomita(International Research Institute of Disaster Science, Tohoku University), Akemi Noda(Japan Meteorological Agency), Yuji Himematsu(Geospatial Information Authority of Japan), Chairperson:Takuya NISHIMURA(Disaster Prevention Research Institute, Kyoto University), Tomohisa Okazaki(RIKEN Center for Advanced Intelligence Project)

Mon. May 26, 2025 10:45 AM - 12:15 PM Convention Hall (CH-A) (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-GD Geodesy

[S-GD03] Crustal Deformation

convener:Masayuki Kano(Graduate school of science, Tohoku University), Fumiaki Tomita(International Research Institute of Disaster Science, Tohoku University), Akemi Noda(Japan Meteorological Agency), Yuji Himematsu(Geospatial Information Authority of Japan), Chairperson:Takeo Ito(Earthquake and Volcano Research Center, Graduate School of Environmental Studies, Nagoya University), Shun-ichi Watanabe(Hydrographic and Oceanographic Department, Japan Coast Guard)

Mon. May 26, 2025 5:15 PM - 7:15 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

[J] Poster
| S (Solid Earth Sciences )
| S-GD Geodesy

[S-GD03] Crustal Deformation

convener:Masayuki Kano(Graduate school of science, Tohoku University), Fumiaki Tomita(International Research Institute of Disaster Science, Tohoku University), Akemi Noda(Japan Meteorological Agency), Yuji Himematsu(Geospatial Information Authority of Japan)

Fri. May 30, 2025 9:00 AM - 10:30 AM Exhibition Hall Special Setting (6) (Exhibition Hall 7&8, Makuhari Messe)

[E] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI26] Data assimilation: A fundamental approach in geosciences

convener:Shin ya Nakano(The Institute of Statistical Mathematics), Daisuke Hotta(Meteorological Research Institute), Shun Ohishi(RIKEN Center for Computational Science), Masayuki Kano(Graduate school of science, Tohoku University), Chairperson:Shin ya Nakano(The Institute of Statistical Mathematics), Keiichi Kondo(Meteorological Research Institute)

Fri. May 30, 2025 5:15 PM - 7:15 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

[E] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI26] Data assimilation: A fundamental approach in geosciences

convener:Shin ya Nakano(The Institute of Statistical Mathematics), Daisuke Hotta(Meteorological Research Institute), Shun Ohishi(RIKEN Center for Computational Science), Masayuki Kano(Graduate school of science, Tohoku University)

Mon. May 26, 2025 9:00 AM - 10:30 AM Convention Hall (CH-A) (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-GD Geodesy

[S-GD03] Crustal Deformation

9:00 AM - 9:15 AM

[SGD03-01] Three-Dimensional Crustal Deformation Analysis Using Physics-Informed Deep Learning

*Tomohisa Okazaki¹, Takeo Ito², Kazuro Hirahara^1,3, Ryoichiro Agata⁴, Masayuki Kano⁵, Naonori Ueda¹ (1.RIKEN Center for Advanced Intelligence Project, 2.Nagoya University, 3.Kagawa University, 4.Japan Agency for Marine-Earth Science and Technology, 5.Tohoku University)

9:15 AM - 9:30 AM

[SGD03-02] Velocity Field Clustering Using Objective Weights in a Distance Metric

*Momo Hayashi¹, Masayuki Kano², Keisuke Yano³, Atsushi Takahashi⁴, Yoshikazu Terada⁵ (1.Tokyo University of Science, 2.Tohoku University, 3.Institute of Statistical Mathematics, 4.RIKEN, 5.The University of Osaka)

Tue. May 27, 2025 9:00 AM - 10:30 AM International Conference Room (IC) (International Conference Hall, Makuhari Messe)

[E] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG45] Science of slow-to-fast earthquakes

10:00 AM - 10:15 AM

[SCG45-17] Postseismicity underneath a slow slip event reported

*Daisuke Sato¹, Yusuke Tanaka², Masayuki Kano², Takeshi Iinuma¹, Takane Hori¹ (1.Japan Agency for Marine-Earth Science and Technology, 2.Tohoku Univ.)

10:15 AM - 10:30 AM

[SCG45-18] Characteristics of slow slip events and induced seismicity changes off the Boso Peninsula

*Takane Hori¹, Daisuke Sato¹, Masayuki Kano^2,1, Hideo Aochi³ (1.Japan Agency for Marine-Earth Science and Technology, 2.Graduate School of Science, Tohoku University, 3.BRGM)

Tue. May 27, 2025 1:45 PM - 3:15 PM International Conference Room (IC) (International Conference Hall, Makuhari Messe)

[E] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG45] Science of slow-to-fast earthquakes

1:45 PM - 2:00 PM

[SCG45-25] Machine Learning-Based Detection and Localization of Tectonic Tremors in the Japan Trench

★Invited Papers

*Kodai Sagae¹, Masayuki Kano², Suguru Yabe¹, Takahiko Uchide¹ (1.Geological Survey of Japan, AIST, 2.Department of Geophysics, Graduate School of Science, Tohoku University)

2:45 PM - 3:00 PM

[SCG45-29] Spatio-temporal evolution of the 2010 Bungo slow slip event revealed by Physics-Informed Neural Networks with rate and state friction

*Rikuto Fukushima¹, Masayuki Kano², Kazuro Hirahara^3,4, Makiko Ohtani⁵ (1.Geophysics Department, Stanford University, 2.Graduate School of Science, Tohoku University , 3.RIKEN, 4.Kagawa University, 5.Graduate School of Science, Kyoto University)

Wed. May 28, 2025 5:15 PM - 7:15 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

[E] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG45] Science of slow-to-fast earthquakes

5:15 PM - 7:15 PM

[SCG45-P31] Identifying Shallow Tectonic Tremors along the Nankai Trough: A Machine Learning-Based Analysis of N-net Data

*Kodai Sagae¹, Masayuki Kano², Suguru Yabe¹, Takahiko Uchide¹ (1.Geological Survey of Japan, AIST, 2.Department of Geophysics, Graduate School of Science, Tohoku University)

5:15 PM - 7:15 PM

[SCG45-P33] On the recurrence of slow slip events using the Brownian Passage Time distribution: Four case studies in Japan

*Keisuke Yano¹, Masayuki Kano², Takane Hori³, Keisuke Ariyoshi³ (1.The Institute of Statistical Mathematics, 2.Tohoku university, 3.Japan Agency for Marine-Earth Science and Technology)

Mon. May 26, 2025 1:45 PM - 3:15 PM 105 (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG60] Driving Solid Earth Science through Machine Learning

1:45 PM - 2:00 PM

[SCG60-01] Pioneering the Use of Large Language Models in Earthquake Research

*Hisahiko Kubo¹, Wu Stephen², Masayuki Kano³, Shinya Katoh⁴, Atsuko Oana⁵, Tomohisa Okazaki⁶, Nozomi Okada⁷, Nobuki Kame⁴, Yuki Kodera⁸, Daisuke Sato⁹, Takahiro Shiina¹⁰, Kengo Shimojo⁸, Koji Tamaribuchi¹¹, Makoto Naoi¹², Ryuichi Nishiyama⁴, Kazuro Hirahara^6,13, Takashi Miyamoto ¹⁴, Masumi Yamada¹⁵ (1.National Research Institute for Earth Science and Disaster Resilience, 2.The Institute of Statistical Mathematics, 3.Tohoku University, 4.Earthquake Research Institute, The University of Tokyo, 5.Institute of Technology, Shimizu Corporation, 6.Center for Advanced Intelligence Project, RIKEN , 7.Shizuoka University, 8.Meteorological Research Institute, 9.Japan Agency for Marine-Earth Science and Technology, 10.National Institute of Advanced Industrial Science and Technology, 11.Japan Meteorological Agency , 12. Hokkaido University , 13.Kagawa University, 14.University of Yamanashi, 15.Disaster Prevention Research Institute, Kyoto University)

Mon. May 26, 2025 3:30 PM - 5:00 PM 105 (International Conference Hall, Makuhari Messe)

[J] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG60] Driving Solid Earth Science through Machine Learning

4:30 PM - 4:45 PM

[SCG60-09] Methodological development of fault slip detection from GNSS using deep learning and application to western Shikoku

*Ryo Nakagawa¹, Yo Fukushima^1,2, Masayuki Kano¹, Keisuke Yano³, Yusuke Tanaka¹, Yutaro Okada², Kazuro Hirahara^4,5 (1.Graduate School of Science and Faculty of Science, Tohoku University, 2.International Research Institute of Disaster Science, Tohoku University, 3.Institute of Statistical Mathematics, 4.RIKEN, 5.Kagawa University)

Mon. May 26, 2025 5:15 PM - 7:15 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

[J] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG60] Driving Solid Earth Science through Machine Learning

5:15 PM - 7:15 PM

[SCG60-P07] Automatic Generation of Earthquake Cycle Simulation and Data Assimilation Codes Using Large Language Models

*Masayuki Kano¹, Kazuro Hirahara^2,3, Nobuki Kame⁴, Tomohisa Okazaki² (1.Graduate school of science, Tohoku University, 2.RIKEN, 3.Kagawa University, 4.ERI, Univesity of Tokyo)

5:15 PM - 7:15 PM

[SCG60-P08] Neural Operators for Earthquake Cycle Simulation and Long-Period Ground Motion Forecast

*Tomohisa Okazaki¹, Ryoichiro Agata², Masayuki Kano³, Daisuke Sato², Masayoshi Someya⁴, Rikuto Fukushima⁵ (1.RIKEN Center for Advanced Intelligence Project, 2.Japan Agency for Marine-Earth Science and Technology, 3.Tohoku University, 4.Earthquake Research Institute, University of Tokyo, 5.Stanford University)

Masayuki Kano

Convener, Chairperson

[S-GD03] Crustal Deformation

[S-GD03] Crustal Deformation

[S-GD03] Crustal Deformation

[M-GI26] Data assimilation: A fundamental approach in geosciences

[M-GI26] Data assimilation: A fundamental approach in geosciences

Speaker, Author, Co-Author

[S-GD03] Crustal Deformation

[SGD03-01] Three-Dimensional Crustal Deformation Analysis Using Physics-Informed Deep Learning

[SGD03-02] Velocity Field Clustering Using Objective Weights in a Distance Metric

[S-CG45] Science of slow-to-fast earthquakes

[SCG45-17] Postseismicity underneath a slow slip event reported

[SCG45-18] Characteristics of slow slip events and induced seismicity changes off the Boso Peninsula

[S-CG45] Science of slow-to-fast earthquakes

[SCG45-25] Machine Learning-Based Detection and Localization of Tectonic Tremors in the Japan Trench

★Invited Papers

[SCG45-29] Spatio-temporal evolution of the 2010 Bungo slow slip event revealed by Physics-Informed Neural Networks with rate and state friction

[S-CG45] Science of slow-to-fast earthquakes

[SCG45-P31] Identifying Shallow Tectonic Tremors along the Nankai Trough: A Machine Learning-Based Analysis of N-net Data

[SCG45-P33] On the recurrence of slow slip events using the Brownian Passage Time distribution: Four case studies in Japan

[S-CG60] Driving Solid Earth Science through Machine Learning

[SCG60-01] Pioneering the Use of Large Language Models in Earthquake Research

[S-CG60] Driving Solid Earth Science through Machine Learning

[SCG60-09] Methodological development of fault slip detection from GNSS using deep learning and application to western Shikoku

[S-CG60] Driving Solid Earth Science through Machine Learning

[SCG60-P07] Automatic Generation of Earthquake Cycle Simulation and Data Assimilation Codes Using Large Language Models

[SCG60-P08] Neural Operators for Earthquake Cycle Simulation and Long-Period Ground Motion Forecast