The 2021 SSJ Fall Meeting
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Room BSpecial session : S22. Advances in Seismology using AI

PM-1

Thu. Oct 14, 2021 2:00 PM - 3:00 PM JST
Thu. Oct 14, 2021 5:00 AM - 6:00 AM UTC
ROOM B ROOM B
chairperson:Hisahiko Kubo(NIED), Keisuke Yano(The Institute of Statistical Mathematics)
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2:00 PM - 2:15 PM JST(5:00 AM - 5:15 AM UTC)

[S22-01]Construction of Convolutional Neural Network to Detect Deep Low-Frequency Tremors from Seismic Waveform Images

〇Ryosuke KANEKO1,2, Hiromichi NAGAO2,1, Shin-ichi ITO2,1, Kazushige OBARA2, Hiroshi TSURUOKA2 (1.Graduate School of Information Science and Technology, The University of Tokyo, 2.Earthquake Research Institute, The University of Tokyo)
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2:15 PM - 2:30 PM JST(5:15 AM - 5:30 AM UTC)

[S22-02]Feature Extraction of Earthquake Time-Series Data by Dynamic Mode Decomposition

〇Ryota Kikuchi1, Hisahiko Kubo2 (1.Kyoto University, 2.National Research Institute for Earth Science and Disaster Resilience)
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2:30 PM - 2:45 PM JST(5:30 AM - 5:45 AM UTC)

[S22-03]Application of Bayesian Optimization to Black-Box Optimization Problem in Seismology: An Example of Centroid Moment Tensor Inversion

〇Hisahiko KUBO1, Keisuke YOSHIDA2, Takeshi KIMURA1 (1.National Research Institute for Earth Science and Disaster Resilience, 2.Tohoku University)
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2:45 PM - 3:00 PM JST(5:45 AM - 6:00 AM UTC)

[S22-04]CMT Data Inversion Using Gaussian Processes

〇Tomohisa OKAZAKI1, Yukitoshi FUKAHATA2 (1.RIKEN Center for Advanced Intelligence Project, 2.Kyoto Univ. Disaster Prevention Research Institute)
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