[S22]AM-2

Wed. Sep 18, 2019 10:45 AM - 12:00 PM ROOM C (Research Bldg No 8 NS Hall)

chairperson:Hisahiko Kubo(NIED), Yuki Kodera(Meteorological Research Agency, JMA)

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10:45 AM - 11:00 AM

[S22-05] Development of 3D Convolutional Neural Network to locate hypocenter with theoretical seismograms of time series as training data.

*Daisuke Sugiyama¹, Seiji Tsuboi¹ (1. JAMSTEC)

11:00 AM - 11:15 AM

[S22-06] Discrimination of earthquakes and tectonic tremor signals by applying a convolutional neural network to running spectral images

*Masaru Nakano¹, Daisuke Sugiyama¹, Takane Hori¹, Tatsu Kuwatani¹, Seiji Tsuboi¹ (1. JAMSTEC)

11:15 AM - 11:30 AM

[S22-07] An unsupervised automatic classification algorithm for continuous seismic records using a nonparametric Bayesian approach

*Yuki Kodera¹, Shin'ichi Sakai², Takahito Nishimiya¹ (1. Meteorological Research Institute, Japan Meteorological Agency, 2. Earthquake Research Institute, the University of Tokyo)

11:30 AM - 11:45 AM

[S22-08] Study on Site-specific Ground Motion Evaluation Models Utilizing Machine Learning Method Considering Epicentral Directions

*Toru Ishii¹, Atsuko Oana¹, Kensuke Wada¹ (1. Shimizu Corporation)

11:45 AM - 12:00 PM

[S22-09] Study on Ground Motion Evaluation Models for Kanto Region Utilizing Machine Learning Method

*Atsuko Oana¹, Toru Ishii¹, Kensuke Wada¹ (1. Shimizu Corporation)

Session information