Session Details
[S21]AM-1
Tue. Oct 22, 2024 9:00 AM - 10:30 AM JST
Tue. Oct 22, 2024 12:00 AM - 1:30 AM UTC
Tue. Oct 22, 2024 12:00 AM - 1:30 AM UTC
Room C Medium-sized Conference room 302 (3F)
chairperson:Kodai Sagae, Shinya Katoh
[S21-01]Convolutional Neural Networks for Seismic Velocity Model Building and Uncertainty Quantification
*Fan Yu1, Ehsan Jamali Hondori2, Jin-Oh Park1 (1. Atmosphere and Ocean Research Institute, The University of Tokyo, 2. Geoscience Enterprise Inc.)
[S21-02]Discriminating Seismic Motion from Train Vibration Using Recurrent Neural Networks for Railway Earthquake Early Warning Systems
*Shunta Noda1, Naoyasu Iwata1 (1. Railway Technical Research Institute)
[S21-03]Enhancement of Phase Picking Models Using Deep Learning by Addressing the Label Imbalance Problem
*Shinya KATOH1, Hiromichi NAGAO1, Masaaki IMAIZUMI2, Yoshihisa IIO3 (1. Earthquake Research Institute,The University of Tokyo, 2. Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo, 3. ABUYAMA Seismological MUSEUM)
[S21-04]Seismic detection based on unsupervised combination of station-wise phase picks by deep learning
*Tomoki Tokuda1,2, Hiromichi Nagao1,2 (1. ERI, The University of Tokyo, 2. Graduate School of Information Science and Technology, The University of Tokyo)
[S21-05]Machine learning-based tectonic tremor location in the Japan Trench
*Kodai SAGAE1, Masayuki KANO2, Suguru YABE1, Takahiko UCHIDE1 (1. Geological Survey of Japan, AIST, 2. Graduate School of Science, Tohoku University)
[S21-06]Detection of slow slip events from continuous seismic waveforms in the western Shikoku based on random forest model
*Kazuki OHTAKE1, Aitaro KATO1, Yutaro OKADA2, Takuya NISHIMURA3 (1. Earthquake Research Institute, The University of Tokyo, 2. International Research Institute of Disaster Science, Tohoku University, 3. Disaster Prevention Research Institute, Kyoto University)