Organized Session

[3L1-OS-3a] OS-3

Thu. May 30, 2024 9:00 AM - 10:40 AM Room L (Room 52)

オーガナイザ：長尾大道（東京大学地震研究所）、内出崇彦（産業技術総合研究所）、加納将行（東北大学）、庄建倉（統計数理研究所）、久保久彦（防災科学技術研究所）

+Add all to schedule

9:00 AM - 9:20 AM

[3L1-OS-3a-01] Application of Physics-Informed Neural Networks to a 3D Fault Slip Model

Forward and Inverse Problems on Slow Slip Events

〇Rikuto Fukushima^1,2, Masayuki Kano², Kazuro Hirahara^3,4, Makiko Ohtani¹, Jean-Philippe Avouac⁵, Kyungjae Im⁵ (1. Kyoto University, 2. Tohoku University , 3. RIKEN, 4. Kagawa University, 5. California Institute of Technology)

9:20 AM - 9:40 AM

[3L1-OS-3a-02] Towards Addressing Challenges in Seismic Wave Arrival-Time Picking Models Using Deep Learning

〇Shinya KATOH¹, Hiromichi NAGAO¹, Masaaki Imaizumi² (1. Earthquake Research Institute,The University of Tokyo, 2. Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo)

9:40 AM - 10:00 AM

[3L1-OS-3a-03] Spatial Interpolation of Seismic Waveforms Based on Gaussian Process Regression of Wavelet Coefficients

〇Takashi MIYAMOTO¹, Hisahiko KUBO² (1. University of Yamanashi, 2. National Research Institute for Earth Science and Disaster Resilience)

10:00 AM - 10:20 AM

[3L1-OS-3a-04] Machine-learning-based detection of slow slip signal in the GNSS displacement time series of southwest Japan

〇Yusuke Tanaka¹, Masayuki Kano¹ (1. Graduate School of Science, Tohoku University)

10:20 AM - 10:40 AM

[3L1-OS-3a-05] Extension and Application of Earthquake Linked Open Data (LOD)

〇Hiroki UEMATSU^1,2, Hideaki TAKEDA^2,1 (1. The Graduate University for Advanced Studies, SOKENDAI, 2. National Institute of Informatics)

Organized Session

[3L5-OS-3b] OS-3

Thu. May 30, 2024 3:30 PM - 3:50 PM Room L (Room 52)

3:30 PM - 3:50 PM

[3L5-OS-3b-01] An attempt to predict time series of real-time seismic intensity using non-linear graph-based dimensionality reduction and random forest regression

〇Hisahiko Kubo¹, Takashi Miyamoto² (1. National Research Institute for Earth Science and Disaster Resilience, 2. University of Yamanashi)

Sessions

Organized Session » OS-3