[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

convener:Takahiko Uchide(Research Institute of Earthquake and Volcano Geology, Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology (AIST)), Yuki Kodera(Meteorological Research Institute, Japan Meteorological Agency), Hisahiko Kubo(National Research Institute for Earth Science and Disaster Resilience)

One-off sessions

[E] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

convener:Takahiko Uchide(Research Institute of Earthquake and Volcano Geology, Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology (AIST)), Yuki Kodera(Meteorological Research Institute, Japan Meteorological Agency), Hisahiko Kubo(National Research Institute for Earth Science and Disaster Resilience)

One-off sessions

[E] Poster
| U (Union )
| Union

[U-10] Linking Education and Research Communities in Geosciences: Engaging the Public and Local Communities

[U10-P02] Activities of Education and Outreach by the Seismological Society of Japan

*Keiko Kuge¹, Takashi Furumura², Mitsuyuki Hoshiba³, Naoji Koizumi⁴, Kazuyuki Nakagawa⁵, Masayuki Obayashi⁶, Shin'ichi Sakai², Katsuhiko Shiomi⁷, Keiichi Tadokoro⁸, Satoru Tanaka⁶, Hiroshi Tsuruoka², Takahiko Uchide⁹, Makoto Yamano² (1.Department of Geophysics, Graduate School of Science, Kyoto University, 2.Earthquake Research Institute, The University of Tokyo, 3.Meterological Research Institute, 4.School of Environmental Science, The University of Shiga Prefecture, 5.Jiji Press, 6.Japan Agency for Marine-Earth Science and Technology, 7.National Research Institute for Earth Science and Disaster Resilience, 8.Earthquake and Volcano Research Center, Nagoya University, 9.Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology)

One-off sessions

[E] Oral
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

[SCG60-06] Focal mechanism determination of inland microearthquakes in Japan based on P-wave first-motion polarities picked by neural network model

*Takahiko Uchide¹ (1.Geological Survey of Japan, AIST)

One-off sessions

[E] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

[SCG60-P03] Earthquake detection based on deep learning

Junyu Yu^1,2, *Takahiko Uchide², Yuji Yagi¹ (1.Graduate School of Life and Environmental Sciences, University of Tsukuba, 2.Geological Survey of Japan, AIST)

One-off sessions

[E] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG63] Dynamics in mobile belts

[SCG63-P12] Driving stress of the 2013 M_w5.8 Awaji Island earthquake, Japan, inferred from well-constrained focal mechanisms and its seismotectonic implication

*Kazutoshi Imanishi¹, Makiko Ohtani², Takahiko Uchide¹ (1.Geological Survey of Japan, AIST, 2.Earthquake Research Institute, The University of Tokyo)

Takahiko Uchide

Convener, Chairperson

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

Speaker, Author, Co-Author

[U-10] Linking Education and Research Communities in Geosciences: Engaging the Public and Local Communities

[U10-P02] Activities of Education and Outreach by the Seismological Society of Japan

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

[SCG60-06] Focal mechanism determination of inland microearthquakes in Japan based on P-wave first-motion polarities picked by neural network model

[S-CG60] Toward Discoveries in Solid Earth Sciences by Machine Learning

[SCG60-P03] Earthquake detection based on deep learning

[S-CG63] Dynamics in mobile belts

[SCG63-P12] Driving stress of the 2013 M_w5.8 Awaji Island earthquake, Japan, inferred from well-constrained focal mechanisms and its seismotectonic implication