[S-SS10] Strong Ground Motion and Earthquake Disaster

11:00 AM - 1:00 PM

[SSS10-P21] Development of a Low-cost Seismic behavior prediction system for furniture and nonstructural components using RGB-D Camera and Machine Learning

*Yuta Takahashi¹, Hiroki UEMATSU¹, Ahyi KIM¹, Toshiyuki MASATSUKI² (1.Yokohama City University, 2.KOZO KEIKAKU ENGINEERING Inc.)

Sun. May 22, 2022 9:00 AM - 10:30 AM 102 (International Conference Hall, Makuhari Messe)

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

[S-CG51] Driving Solid Earth Science through Machine Learning

10:00 AM - 10:15 AM

[SCG51-05] Detection and hypocenter determination of volcanic earthquakes using Machine Learning: Application to Kirishima volcano

*Yohei Yukutake¹, Ahyi KIM² (1.Earthquake Research Institute, University of Tokyo, 2.Yokohama City University)

Mon. May 30, 2022 11:00 AM - 1:00 PM Online Poster Zoom Room (27) (Ch.27)

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

[S-CG51] Driving Solid Earth Science through Machine Learning

11:00 AM - 1:00 PM

[SCG51-P05] Seismic wave detection at Hakone volcano using machine learning: Toward improving the detection accuracy when there are multiple seismic waves in the same time window

*Ahyi KIM¹, Yuji Nakamura¹, Hiroki Uematsu¹, Yohei Yukutake², Yuki Abe³ (1.Yokohama City University, 2.Earthquake Research Institute, the University of Tokyo, 3.Hot Springs Research Institute, Kanagawa)

Tue. May 31, 2022 11:00 AM - 1:00 PM Online Poster Zoom Room (27) (Ch.27)

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

[S-CG55] Reducing risks from earthquakes, tsunamis & volcanoes: new applications of realtime geophysical data

11:00 AM - 1:00 PM

[SCG55-P01] Towards Real-Time Seismic Intensity Prediction Using Deep Learning:Developing a Prediction Model with Relatively Little Training Data and Validating Its Performance

*Momoko Nakamura¹, Yuji Nakamura¹, Hiroki Uematsu¹, Yukino Yazaki¹, Ahyi Kim¹ (1.Yokohama City University)

Ahyi Kim

Speaker, Author, Co-Author