Session Details
[S22]PM-1
Wed. Sep 18, 2019 2:30 PM - 4:00 PM JST
Wed. Sep 18, 2019 5:30 AM - 7:00 AM UTC
Wed. Sep 18, 2019 5:30 AM - 7:00 AM UTC
ROOM C Research Bldg No 8 NS Hall
chairperson:Yuki Kodera(Meteorological Research Agency, JMA), Takahiko Uchide(Geological Survey of Japan, AIST)
[S22-10]Improving the symmetry of ambient seismic field correlation functions with machine learning
*Loic Viens1, Tomotaka Iwata1 (1. Kyoto University, DPRI)
[S22-11]A hybrid approach of Machine learning and Ensemble Kalman Filter for estimating frictional parameters in Nankai megaquake cycle simulator
*Yu Yamamoto1, Kazuro Hirahara1,3, Hirotaka Hachiya1,2, Atsushi Takahashi1, Naonori Ueda1 (1. Center for Advanced Intelligence Project, RIKEN, 2. Univ. of Wakayama, 3. Univ. of Kagawa)
[S22-12]Acceleration of matched-filter search and slip inversion of deep tectonic tremor using nearest neighbor search
*Naoto Mizuno1, Satoshi Ide1 (1. School of Science, The University of Tokyo)
[S22-13]Machine learning of postseismic deformation of the 2011 Tohoku-Oki earthquake based on recurrent neural network
*Norifumi Yamaga1, Yuta Mitsui2 (1. Graduate School of Integrated Science and Technology, Shizuoka University, 2. Faculty of Science, Shizuoka University)
[S22-14]Automatic detection and classification of the uplifted marine terrace by clustering DEM dataset
*Junki Komori1, Ryosuke Ando1, Masanobu Shishikura2 (1. The University of Tokyo, 2. The National Institute of Advanced Industrial Science and Technology)
[S22-15]Investigation of Prediction Model for Engineering Geomorphologic Classification using Convolutional Neural Network
*Sho Akagi1, Toshihiko Hayakawa1 (1. Mitsubishi Space Software Co., Ltd.)