Session Details
S24P
Fri. Oct 30, 2020 4:00 PM - 5:30 PM JST
Fri. Oct 30, 2020 7:00 AM - 8:30 AM UTC
Fri. Oct 30, 2020 7:00 AM - 8:30 AM UTC
ROOM P
[S24P-01]Determination of P-wave first motion polarities and moment tensors for hydraulically-induced AEs using CNN technique
〇Rui Tanaka1, Makoto Naoi1, Youqing Chen1, Kazune Yamamoto1, Keiichi Imakita1, Naofumi Tsutsumi1, Akihiro Shimoda1, Daiki Hiramatsu1, Hironori Kawakata2, Tsuyoshi Ishida1, Eiichi Fukuyama1, Hiroyuki Tanaka3, Yutaro Arima3, Shigehiro Kitamura3, Daisuke Hyodo3 (1.Kyoto University, 2.Ritsumeikan University, 3.JOGMEC)
[S24P-02]An unsupervised automatic classification for continuous seismic records: introducing an anomaly detection algorithm to solve the imbalanced data problem
〇Yuki Kodera1, Shin'ichi Sakai2 (1.Meteorological Research Institute, Japan Meteorological Agency, 2.Earthquake Research Institute, the University of Tokyo)
[S24P-03]Denoise and seismic phase detection with Convolutional Neural Network
〇Kengo Shimojo1, Shouta Kudo1, Yuriko Iwasaki1, Koji Tamaribuchi2 (1.Japan Meteorological Agency, 2.Meteorological Research Institute)
[S24P-04]Detection of seismic signals under low SNR condition using an artificial neural network: Toward development of dense low cost citizen seismic network in Japan
〇Ahyi Kim1, Hiroki Uematsu1, Yuji Nakamura1, Yuta Takahashi2, Momoko Nakamura2 (1.Yokohama City University, 2.Senshu University)
[S24P-05]Development of neural network to locate hypocenter with theoretical seismograms of time series as learning data
〇Daisuke Sugiyama1, Seiji Tsuboi1 (1.JAMSTEC)
[S24P-06]Numerical experiments towards detection of deep low-frequency tremors from seismic waveform images via convolutional neural network
〇Ryosuke Kaneko1, Hiromichi Nagao1,2, Shin-ichi Ito1,2, Kazushige Obara2, Hiroshi Tsuruoka2 (1.Graduate School of Information Science and Technology, The University of Tokyo, 2.Earthquake Research Institute, The University of Tokyo)
[S24P-07]Machine learning models for aftershock forecasting: Application to the 2016 Kumamoto earthquake sequence
〇Hanyuan Huang1, Hiroe Miyake1 (1.Earthquake Research Institute, University of Tokyo)