業績・論文

Automated Classification of Volcanic Earthquakes Using Transformer Encoders: Insights into Data Quality and Model Interpretability

Yugo Suzuki, Yohei Yukutake, Takao Ohminato, Masami Yamasaki, Ahyi Kim

Seismological Research Letters (2025)

Development of a high-performance seismic phase picker using deep learning in the Hakone volcanic area

Ahyi Kim, Yuji Nakamura, Yohei Yukutake, Hiroki Uematsu, Yuki Abe

Earth, Planets and Space (2023)

Reappraisal of volcanic seismicity at the Kirishima volcano using machine learning

Yohei Yukutake, Ahyi Kim, Takao Ohminato

Earth, Planets and Space (2023)

Using a Hierarchical Temporal Memory Cortical Algorithm to Detect Seismic Signals in Noise

Micheletto R, K. Takahashi, A. Kim

Intelligent Computing (2018)

Source Characteristics and Geological Implications of the January 2016 Induced Earthquake Swarm near Crooked Lake, Alberta

Ruijia Wang, Yu Jeffrey Gu, Ryan Schultz, Miao Zhang, Ahyi Kim

Geophysical Journal International (2017)

Changes in repeating earthquake slip behavior following the 2004 Parkfield main shock from waveform empirical Green's functions finite-source inversion

Ahyi Kim, Douglas S. Dreger, Taka'aki Taira, Robert M. Nadeau

Journal of Geophysical Research: Solid Earth (2016)

Source analysis of a potential hydraulic-fracturing-induced earthquake near Fox Creek, Alberta

Ruijia Wang, Yu Jeffrey Gu, Ryan Schultz, Ahyi Kim, Gail Atkinson

Geophysical Research Letters (2016)

Can slip heterogeneity be linked to earthquake recurrence?

Kate Huihsuan Chen, Iyin Chen, Ahyi Kim

Geophysical Research Letters (2016)

Low Apparent Stress Observed for Mw < −0.6 Microearthquakes Recorded during Hydraulic Fracturing Stimulation in the Carthage Cotton Valley Gas Field

A. Kim, S. Iida

Bulletin of the Seismological Society of America (2015)

The Cardston Earthquake Swarm and Hydraulic Fracturing of the Exshaw Formation (Alberta Bakken Play)

Ryan Schultz, Shilong Mei, Dinu Pana, Virginia Stern, Yu Jeffrey Gu, Ahyi Kim, David Eaton

Bulletin of the Seismological Society of America (2015)

GPS source solution of the 2004 Parkfield earthquake

N. Houlie, D. Dreger, A. Kim

Scientific Reports (2014)

Non-linear 3-D Born shear waveform tomography in Southeast Asia

Mark P. Panning, Aimin Cao, Ahyi Kim, Barbara A. Romanowicz

Geophysical Journal International (2012)

Moderate Earthquake Ground-Motion Validation in the San Francisco Bay Area

Ahyi Kim, Douglas S. Dreger, Shawn Larsen

Bulletin of the Seismological Society of America (2010)

Rupture process of the 2004 Parkfield earthquake from near-fault seismic waveform and geodetic records

Ahyi Kim, Douglas S. Dreger

Journal of Geophysical Research: Solid Earth (2008)

スペクトルインヴァージョンによるP波減衰構造

藤原了, 金亜伊

物理探査（Butsuri-Tansa） (2005)

平成12年鳥取県西部地震

大見士朗, 渡辺邦彦, 他

京都大学防災研究所年報 (2000)

Feasibility of Real-time Seismic Intensity Prediction by Combining Deep Learning and Simulated Data

Ahyi Kim, Anju Ohta, Yukino Yazaki, Masami Yamasaki, Hisahiko Kubo

Asia Oceania Geosciences Society (AOGS2024) (2024)

Towards an Interpretable Volcanic Earthquake Classification Method Using Transformer Encoders

Yugo Suzuki, Yohei Yukutake, Masami Yamazaki, Ahyi Kim

Asia Oceania Geosciences Society (AOGS2024) (2024)

Development of an Interpretable Volcanic Earthquake Classification Method Using Transformer

Yugo Suzuki, Yukutake Yohei, Masami Yamasaki, Ahyi Kim

International Symposium "Submarine Caldera Volcanoes" (2024)

Toward understanding focal mechanism of hydraulic fracturing induced earthquakes using constrained inversion: method and synthetic tests

S. Iida, A. Kim

Proceedings of the 12th SEGJ International Symposium (2015)

Towards Constructing Regional Active Citizen Seismology Network

A. Kim, H. Uematsu, S. Iwamoto

Interaction 2015 (2015)

Microseismic monitoring field test using surface, shallow grid, and downhole arrays

A. Kim

SEG Technical Program Expanded Abstracts (2012)

Uncertainties in full waveform moment tensor inversion due to limited microseismic monitoring array geometry

A. Kim

SEG Technical Program Expanded Abstracts (2011)

マルチエージェントシミュレーションを用いた金沢八景における津波避難行動最適化と動的避難誘導の提案

藤田美帆, 金亜伊

日本地球惑星科学連合2025年大会 (2025)

属性に応じた動的避難誘導システムの構築と実証実験

長野悠歩, 金亜伊

日本地震学会2025年秋季大会 (2025)

オートエンコーダを用いた火山性地震波形の特徴抽出と分類

金亜伊, 鈴木悠悟, 行竹洋平

日本地球惑星科学連合2025年大会 (2025)

グラフニューラルネットワークを用いたリアルタイム震度時系列予測モデルの検討

渡辺豪太, 金亜伊

日本地震学会2025年秋季大会 (2025)

深層学習と模擬データを用いたリアルタイム震度予測モデルの構築：模擬データによるデータ拡張の有効性の検証

金亜伊, 中村桃子, 太田杏樹, 矢崎友貴乃, 久保久彦

日本地球惑星科学連合2023年度大会 (2023)