[J] Oral
S (Solid Earth Sciences ) » S-CG Complex & General
Thu. Jun 3, 2021 9:00 AM - 10:30 AM Ch.18 (Zoom Room 18)
convener:Hisahiko Kubo(National Research Institute for Earth Science and Disaster Resilience), Yuki Kodera(Meteorological Research Institute, Japan Meteorological Agency), Makoto Naoi(Kyoto University), Keisuke Yano(The Institute of Statistical Mathematics), Chairperson:Yuki Kodera(Meteorological Research Institute, Japan Meteorological Agency)
The development of machine learning techniques, such as deep learning, has led to innovations in various fields and is gaining ground in the solid earth sciences. This session provides an opportunity to inspire each other for future developments by bringing studies of machine learning applications in various fields including solid earth science. We especially welcome researches that have led to the discovery of phenomena and theories in solid earth science. We also look forward to studies on the black box problem of deep learning and efforts toward explainable AI.
9:00 AM - 9:15 AM
*Takahiko Uchide1, Takahiro Shiina1, Kazutoshi Imanishi1 (1.Research Institute of Earthquake and Volcano Geology, Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology (AIST))
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9:15 AM - 9:30 AM
*Shinya Kato1, Yoshihisa Iio2, Hiroshi Katao2, Masayo Sawada2, Kazuhide Tomisaka2, Rie Mizushima2 (1.Graduate School of Science, Kyoto University., 2.Disater Prevention Research Institute, Kyoto University)
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9:30 AM - 9:45 AM
*Rintaroh Suzuki1, Naoki Uchida1, Weiqiang Zhu2, Takashi NAKAYAMA1, Genti Toyokuni1, Ryota Takagi1, Ryosuke Azuma1, Gregory C Beroza2 (1.Graduate School of Science, Tohoku University, 2.Department of Geophysics, Stanford University)
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9:45 AM - 10:00 AM
*Zhiwei Wang1, Xinglin Lei2, Jinrong Su3, Shengli Ma1, Yusuke Mukuhira4 (1.Institute of Geology, China Earthquake Administration, 2.Geological Survey of Japan, AIST, 3.Earthquake Monitoring Centre, Sichuan Earthquake Administration, 4.Institute of Fluid Science, Tohoku University)
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10:00 AM - 10:15 AM
*Tomohisa Okazaki1, Nobuyuki Morikawa2, Hiroyuki Fujiwara2, Naonori Ueda1 (1.RIKEN Center for Advanced Intelligence Project, 2.National Research Institute for Earth Science and Disaster Resilience)
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10:15 AM - 10:30 AM
*Takashi Miyamoto1 (1.University of Yamanashi)
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