Kubo Hisahiko - My portal - researchmap

Profile Information

Affiliation: 国立研究開発法人防災科学技術研究所地震津波火山ネットワークセンター研究員

Degree: 博士(理学)(3 2015 京都大学)

ORCID ID: https://orcid.org/0000-0002-1933-7899
J-GLOBAL ID: 201801008581304403

External link: https://quaketm.bosai.go.jp/~hkubo/index.en.html

Research Interests

3

Research Areas

1

Natural sciences / Solid earth science /

Research History

3

7 2019 - Present

National Research Institute for Earth Science and Disaster Resilience Researcher
4 2015 - 6 2019

National Research Institute for Earth Science and Disaster Resilience Research Fellow
4 2014 - 3 2015

JSPS Research Fellow (DC2)

Education

3

4 2012 - 3 2015

Kyoto University Graduate School of Science Division of Earth and Planetary Sciences
4 2010 - 3 2012

Kobe University Graduate School of Science Department of Earth and Planetary Sciences
4 2006 - 3 2010

Kobe University Faculty of Science Department of Earth and Planetary Sciences

Papers

20

Research trends in machine learning from the perspective of disaster prevention applications

T. Miyamoto, T. Asakawa, H. Kubo, Y. Nomura, Y. Miyamori

Intelligence, Informatics and Infrastructure 1(J1) 242 - 251 11 2020 Peer-reviewed
Along‐dip variation in seismic radiation of the 2011 Ibaraki‐oki, Japan, earthquake (Mw 7.9) inferred using a multiple‐period‐band source inversion approach

Hisahiko Kubo, Kimiyuki Asano, Tomotaka Iwata, Shin Aoi

Journal of Geophysical Research: Solid Earth 125 e2020JB019936 9 2020 Peer-reviewed
Hybrid predictor for ground-motion intensity with machine learning and conventional ground motion prediction equation

Hisahiko Kubo, Takashi Kunugi, Wataru Suzuki, Shingo Suzuki, Shin Aoi

Scientific Reports 10 11871 7 2020 Peer-reviewed
Relationship of preseismic, coseismic, and postseismic fault ruptures of two large interplate aftershocks of the 2011 Tohoku earthquake with slow-earthquake activity

Hisahiko Kubo, Tomoaki Nishikawa

Scientific Reports 10 12044 7 2020 Peer-reviewed
Estimation of the source process and forward simulation of long-period ground motion of the 2018 Hokkaido Eastern Iburi, Japan, earthquake

Hisahiko Kubo, Asako Iwaki, Wataru Suzuki, Shin Aoi, Haruko Sekiguchi

Earth, Planets and Space 72 20 2 2020 Peer-reviewed

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Misc.

14

Construction of explainable random forest predictor for ground-motion intensity

Hisahiko Kubo, Takashi Kunugi, Wataru Suzuki, Takeshi Kimura, Shin Aoi

JSAI2020 4Rin1-94 2020
Rupture process of the 2019 off Yamagata prefecture earthquake derived from near-source strong-motion records

Hisahiko Kubo, Wataru Suzuki, Shin Aoi, Haruko Sekiguchi

Reports of Coordinating Committee for Earthquake Prediction 103 73 - 77 2020
Attempt to reduce the effect of biased data-set on ground-motion prediction using machine learning

Hisahiko Kubo, Takashi Kunugi, Shingo Suzuki, Wataru Suzuki, Shin Aoi

JSAI2019 4K2-J-13-02 2019
Construction of ground motion prediction equation using random forest

Hisahiko Kubo, Takashi Kunugi, Shingo Suzuki, Wataru Suzuki, Shin Aoi

JSAI2018 4Pin1-35 4Pin135 - 4Pin135 2018
An attenuation relationship for deep-focus earthquakes around the Ogasawara Islands, Japan

Hisahiko Kubo, Takashi Kunugi, Wataru Suzuki, Shin Aoi

Proc. 16th World Conf. Earthq. Eng., Santiago, Chile 1119 2017

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Presentations

52

Development of the spatiotemporal trans-dimensional source inversion

Hisahiko Kubo, Wataru Suzuki

2020 AGU Fall Meeting 12 2020
Research trends in machine learning from the perspective of disaster prevention applications

T. Miyamoto, T. Asakawa, H. Kubo, Y. Nomura, Y. Miyamori

International Symposium on Intelligence, Informatics and Infrastructure 11 2020 Japan Society of Civil Engineers
Regional characteristic of seismic activity inferred from unsupervised machine learning of F-net moment-tensor catalog

H. Kubo, T. Kimura, K. Shiomi

SSJ Fall Meeting 2020, S24-01 10 31, 2020
Hybrid prediction approach of machine-learning and physical models in geoscience

H. Kubo

NVIDIA GPU Technology Conference, A21674 10 2020
地震ハザード評価のための強震動データベースの構築に向けて

N. Morikawa, H. Fujiwara, A. Iwaki, T. Maeda, H. Kubo, S. Aoi, K. Kato, Y. Tomozawa, F. Suzuki, T. Sato, T. Ishii, N. Shimazu, J. Miyakoshi, A. Oana, H. Si, T. Hayakawa, T. Hayashi, N. Kishida, S. Midorikawa

JpGU - AGU Joint Meeting 2020, SSS04-P01 7 2020

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Awards

5

9 2019

2018 research paper award of the Seismological Society of Japan 3-D dynamic rupture simulations of the 2016 Kumamoto, Japan, earthquake

Yumi Urata, Keisuke Yoshida, Eiichi Fukuyama, Hisahiko Kubo
5 2018

2018 research paper award of the Seismological Society of Japan Attenuation Relationship Characteristics of Ground Motions for Deep-focus Earthquakes around the Ogasawara Islands, Japan

Hisahiko Kubo
10 2017

2018 research paper award of the Seismological Society of Japan Source rupture process of the 2011 Fukushima-ken Hamadori earthquake: how did the two subparallel faults rupture?

Miho Tanaka, Kimiyuki Asano, Tomotaka Iwata, Hisahiko Kubo
11 2014

2018 research paper award of the Seismological Society of Japan

Hisahiko Kubo
5 2014

2018 research paper award of the Seismological Society of Japan

Hisahiko Kubo

Professional Memberships

4

Research Projects

2

理論誤差を考慮した新たな震源過程解析手法による大地震震源像の解明

日本学術振興会科学研究費助成事業若手研究(B)

久保久彦
沈み込み帯で発生する超巨大地震の広帯域震源モデルの構築

日本学術振興会科学研究費助成事業特別研究員奨励費

久保久彦