Kim Ahyi 金亜伊

… Alternative Names

金亜伊キムアイ

KIM AHYI 金亜伊

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Researcher Number	00633851
Other IDs
Affiliation (Current)	2025: 横浜市立大学, 理学部, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 横浜市立大学, 理学部, 准教授 2015: 横浜市立大学, 国際総合科学部(八景キャンパス), 准教授 2013 – 2015: 横浜市立大学, 総合科学部, 准教授
Review Section/Research Field	Principal Investigator Basic Section 25030:Disaster prevention engineering-related / Solid earth and planetary physics / Earth system and resources engineering Except Principal Investigator Basic Section 17040:Solid earth sciences-related
Keywords	Principal Investigator 機械学習 / 地震のメカニズム / 水圧破砕 / 誘発地震 / 応力降下量 / 加速度センサー / 防災 / IoT / LSTM / 深層学習 … More / 震度の空間補完 / 震度予測 / リアルタイム震度 / 経験的グリーン関数 / 地震の発震機構 / 地震の破壊過程 / 震源特性 / 廃水注入 / 流体注入 / 剪断破壊 / 体積変化 / 見かけ応力 / テンサイルクラック / 震源メカニズム / シェールガス / 発震機構 / みかけ応力 / 微小地震 / 地震 … More Except Principal Investigator 地震検出 / 機械学習 / 機会学習 / 地殻流体 / 相似地震 / 非地震性すべり / 群発地震 Less

相似地震を用いた火山・内陸域でのゆっくり滑りの検出
- Principal Investigator
  
  行竹洋平
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  The University of Tokyo
Development of real-time seismic intensity prediction method using IoT sensors and machine learningPrincipal Investigator
- Principal Investigator
  
  金亜伊
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25030:Disaster prevention engineering-related
- Research Institution
  Yokohama City University
水圧破砕によって誘発される地震のメカニズムの解明（国際共同研究強化）Principal Investigator
- Principal Investigator
  
  金亜伊
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research)
- Research Field
  
  Solid earth and planetary physics
- Research Institution
  Yokohama City University
Source Characterization of Hydraulic Fracturing Induced Micro SeismicityPrincipal Investigator
- Principal Investigator
  
  KIM AHYI
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Earth system and resources engineering
- Research Institution
  Yokohama City University

All 2024 2023 2022 2021 2016 2015 2014 2013 Other

All Journal Article Presentation

[Journal Article] Reappraisal of volcanic seismicity at the Kirishima volcano using machine learning2023
- Author(s)
  Yukutake, Y., A. Kim, and T. Ohminato
- Journal Title
  
  Earth Planets Space
  
  Volume: 75 Issue: 1 Pages: 183-183
- DOI
  10.1186/s40623-023-01939-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18728, KAKENHI-PROJECT-22K03752
[Journal Article] Development of a high-performance seismic phase picker using deep learning in the Hakone volcanic area2023
- Author(s)
  Kim Ahyi、Nakamura Yuji、Yukutake Yohei、Uematsu Hiroki、Abe Yuki
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 75 Issue: 1
- DOI
  10.1186/s40623-023-01840-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15KK0171
[Journal Article] Changes in repeating earthquake slip behavior following the 2004 Parkfield main shock from waveform empirical Green's functions finite-source inversion2016
- Author(s)
  A. Kim, D. S. Dreger, T. Taira, R. M. Nadeau
- Journal Title
  
  Journal of Geophysical Research: Solid Earth
  
  Volume: 121 Issue: 3 Pages: 1910-1926
- DOI
  10.1002/2015jb012562
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25870600
[Journal Article] Source analysis of a potential hydraulic-fracturing-induced earthquake near Fox Creek, Alberta2016
- Author(s)
  R. Wang, Y. J. Gu, R. Schultz, A. Kim, and G. Atkinson
- Journal Title
  
  Geophysical Research Letters
  
  Volume: 43 Issue: 2 Pages: 564-573
- DOI
  10.1002/2015gl066917
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25870600
[Journal Article] Low Apparent Stress Observed for Mw < －0.6 Microearthquakes Recorded during Hydraulic Fracturing Stimulation in the Carthage Cotton Valley Gas Field2015
- Author(s)
  Ahyi Kim, Shuhei Iida
- Journal Title
  
  Bulletin of the Seismological Society of America
  
  Volume: 4
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25870600
[Journal Article] The Cardston Earthquake Swarm and hydraulic fracturing of the Exshaw Formation (Alberta Bakken play)2015
- Author(s)
  R. Schultz, S. Mei, D. Pană, V. Stern,Yu, J. Gu, A. Kim, D. Eaton
- Journal Title
  
  Bulletin of the Seismological Society of America
  
  Volume: 105 Issue: 6 Pages: 2871-2884
- DOI
  10.1785/0120150131
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25870600
[Journal Article] Toward understanding focal mechanism of hydraulic fracturing induced earthquakes using constrained inversion: method and synthetic tests2015
- Author(s)
  S. Iida and A. Kim
- Journal Title
  
  Proceedings of the 12th SEGJ International symposium
  
  Volume: 1 Pages: 224-227
- DOI
  10.1190/segj122015-073
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Development of an Interpretable Volcanic Earthquake Classification Method Using Transformer2024
- Author(s)
  Yugo Suzuki, Yukutake Yohei, Masami Yamasaki, Ahyi Kim
- Organizer
  International symposium “Submarine caldera volcanoes”
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] Development of an Interpretable Volcanic Earthquake Classification Method Using Transformer2024
- Author(s)
  Yugo Suzuki, Yukutake Yohei, Masami Yamasaki, Ahyi Kim
- Organizer
  International symposium “Submarine caldera volcanoes”
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] 市民参加型低コスト地震計ネットワークにおける地震波位相検測のための機械学習モデルの構築2023
- Author(s)
  矢崎友貴乃, 中村勇士, 上松大輝, 金亜伊, 山崎眞見
- Organizer
  日本地震学会2022年度秋季大会
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] Transformerエンコーダーを用いた解釈可能な火山性地震の分類手法の開発2023
- Author(s)
  鈴木悠悟、金亜伊、山崎眞見
- Organizer
  2023年日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] 深層学習と模擬データを用いたリアルタイム震度の予測2023
- Author(s)
  太田杏樹, 金亜伊, 矢崎友貴乃, 久保久彦, 山崎眞見
- Organizer
  日本地震学会2022年度秋季大会
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] 市民参加型低コスト地震計ネットワークの構築と持続可能な地震防災、減災プロジェクトの推進2023
- Author(s)
  矢崎友貴乃, 鈴木悠悟, 上松大輝, 金亜伊, 山崎眞見
- Organizer
  日本地震学会2023年度秋季大会
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] 深層学習による高精度な火山性地震の位相検出モデルの構築を目指して：様々なモデルの性能評価と転移学習の試み2023
- Author(s)
  中村勇士, 金亜伊, 行竹洋平, 安部祐希
- Organizer
  日本地球惑星科学連合2023年度大会
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] 持続可能な地震防災、減災プロジェクトを目指して：分野融合型地震学研究のデザイン2023
- Author(s)
  矢崎友貴乃, 鈴木悠悟, 高橋佑汰, 中村桃子, 上松大輝, 金亜伊, 山崎眞見
- Organizer
  日本地球惑星科学連合2023年度大会
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] Transformerエンコーダーを用いた解釈可能な火山性地震の分類手法の開発2023
- Author(s)
  鈴木悠悟, 金亜伊, 山崎眞見
- Organizer
  日本地震学会2023年度秋季大会
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] 深層学習による高精度な火山性地震の位相検出モデルの構築と転移学習の検討2023
- Author(s)
  中村勇士, 金亜伊, 行竹洋平, 安部祐希
- Organizer
  日本地震学会2023年度秋季大会
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] 深層学習による高精度な火山性地震の位相検出モデルの構築と転移学習の検討2023
- Author(s)
  中村勇士、金亜伊、行竹洋平、安部祐希
- Organizer
  2023年日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] 深層学習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2023
- Author(s)
  金亜伊, 中村桃子, 太田杏樹, 矢崎友貴乃, 久保久彦
- Organizer
  日本地球惑星科学連合2023年度大会
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] 機械学習を用いた火山性地震の検測と震源決定―霧島火山への適用例―2022
- Author(s)
  行竹洋平、金亜伊
- Organizer
  地球惑星科学連合2022年大会
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] Toward the Development of a High-Precision Seismic Phase Picker for Volcanic Seismicity using Deep Learning: Performance Tests with Various Learning Models,2022
- Author(s)
  Yuji Nakamura, Ahyi Kim, Hiroki Uematsu, Yohei Yukutake and Yuki Abe
- Organizer
  AGU Fall Meeting 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] Towards Constructing a High-precision Phase picker for Volcanic Earthquakes Using Deep Learning: Performance Evaluation of Various Models2022
- Author(s)
  Yuji Nakamura, Ahyi Kim, Hiroki Uematsu, Yohei Yukutake, Yuki Abe
- Organizer
  2022 AGU Fall Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] 深層学習による高精度な火山性地震の位相検出モデルの構築に向けて：様々なモデルの性能評価2022
- Author(s)
  中村勇士、金亜伊、上松大輝、行竹洋平、安部祐希
- Organizer
  日本地震学会2022年度秋季大会S21P-03
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] 機械学習を用いた箱根火山における地震波検測: 同一判定窓内に複数の地震波がある場合の検測精度の向上に向けて2022
- Author(s)
  金亜伊、中村勇士、上松大輝、行竹洋平、安倍祐希
- Organizer
  日本地球惑星科学連合2022年度大会, SCG51-P05
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] 深層学習による高精度な火山性地震の位相検出モデルの構築に向けて：様々なモデルの性能評価2022
- Author(s)
  中村勇士、金亜伊、上松大輝、行竹洋平、安部祐希
- Organizer
  2022年日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] 深層学習を用いたリアルタイム震度の予測に向けて：比較的少ない学習データでの予測モデルの構築と性能の検証2022
- Author(s)
  中村桃子, 中村勇士, 上松大輝, 矢崎友貴乃, 金亜伊
- Organizer
  Japan Geoscience Union Meeting 2022,SCG55-P01
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] 機械学習による霧島火山における火山性地震活動の推定2022
- Author(s)
  行竹洋平、金亜伊
- Organizer
  2022年日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-22K03752
[Presentation] 深層学習を用いたリアルタイム震度の予測に向けて：観測データが比較的少ない場合での予測モデルの構築2022
- Author(s)
  中村桃子, 中村勇士, 上松大輝, 矢崎友貴乃, 金亜伊, 久保久彦
- Organizer
  日本地震学会2022年度秋季大会, S21P-09
- Data Source
  KAKENHI-PROJECT-22K04635
[Presentation] 箱根火山における機械学習を用いた地震波検測の性能評価2021
- Author(s)
  金亜伊、中村勇士、畠山海、上松大輝、行竹洋平、安倍祐希
- Organizer
  日本地震数2021年秋季大会
- Data Source
  KAKENHI-PROJECT-15KK0171
[Presentation] Retrieving Focal Mechanism using Double Couple - Tensile Constrained Inversion : Method and Synthetic Tests2015
- Author(s)
  Shuhei Iida, Ahyi Kim
- Organizer
  日本地球惑星科学連合2015大会
- Place of Presentation
  幕張メッセ
- Year and Date
  2015-05-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Towards Understanding Source Mechanism of Hydraulic Fracturing Induced Earthquakes: Sensitivity Analyses using a DC-Tensile Constrained Focal Mechanism Inversion Method2015
- Author(s)
  Shuhei Iida, Ahyi Kim
- Organizer
  Seismological Society of America Annual Meeting 2015
- Place of Presentation
  Pasadena Convention Center, Pasadena, USA
- Year and Date
  2015-04-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] 水圧破砕によって誘発された微小地震の震源メカニズム～解を制限したインバージョン手法～2015
- Author(s)
  飯田周平, 金亜伊
- Organizer
  日本地震学会2015年度秋季大会
- Place of Presentation
  神戸国際会議場
- Year and Date
  2015-10-27
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Source Characteristics of the Hydraulic Fracturing Induced Microearthquakes : Spatio-Temporal Variation of Stress Drop Observed at Carthage Cotton Valley Gas Field, Texas2014
- Author(s)
  Shuhei Iida and Ahyi Kim
- Organizer
  Asia Oceania GeoscienceSociety 2014 meeting
- Place of Presentation
  Royton Hotel, Sappro
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] 水圧破砕によって誘発された微小地震の応力降下量の時空間変化2014
- Author(s)
  飯田周平, 金亜伊
- Organizer
  日本地球惑星科学連合大会2014年大会
- Place of Presentation
  パシフィコ横浜
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] 水圧破砕によって誘発された地震の震源特性：経験的グリーン関数を用いた解析からの考察2013
- Author(s)
  金亜伊，飯田周平，James Rutledge
- Organizer
  日本地球惑星科学連合大会2013年大会
- Place of Presentation
  幕張メッセ
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Towards detection of low frequency events during fluid injection: method and synthetic test2013
- Author(s)
  Ahyi Kim and Shuhei Iida
- Organizer
  2013 American Geophysical Union Fall Meeting
- Place of Presentation
  Moscone Center, San Francisco, USA
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Source Characteristics of Hydraulic Fracturing induced Microearthquakes: Implication from Source Parameter Study using Empirical Green's Function2013
- Author(s)
  Ahyi Kim, Shuhei Iida, and James Rutledge
- Organizer
  Seismological Society of America　2013 Annual Meeting
- Place of Presentation
  Salt Palace Conference Center, Salt Lake City, USA
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Retrieving Focal Mechanism using Double Couple - Tensile Constrained Inversion : Method and Synthetic Tests
- Author(s)
  飯田周平、金亜伊
- Organizer
  日本地球惑星連合2015年大会, STT13-P04
- Place of Presentation
  幕張メッセ国際会議場
- Year and Date
  2015-05-24 – 2015-05-28
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Towards Understanding Source Mechanism of Hydraulic Fracturing Induced Earthquakes: Sensitivity Analyses using a DC-Tensile Constrained Focal Mechanism Inversion Method
- Author(s)
  Shuhei Iida, Ahyi Kim
- Organizer
  SSA Annual Meeting 2015, #78
- Place of Presentation
  Pasadena Convention Center, USA
- Year and Date
  2015-04-21 – 2015-04-23
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] Source Characteristics of the Hydraulic Fracturing Induced Microearthquakes : Spatio-temporal Variation of Stress Drop Observed at Carthage Cotton Valley Gas Field, Texas
- Author(s)
  Shuhei Iida, Ahyi Kim
- Organizer
  Asia Oceania Geosciences Society 2014 annual meeting, SE35-D5-PM2-P-012
- Place of Presentation
  Royton Sapporo Hotel, Japan
- Year and Date
  2014-07-28 – 2014-08-01
- Data Source
  KAKENHI-PROJECT-25870600
[Presentation] 水圧波砕による誘発地震の検出に向けた地震波形の検出
- Author(s)
  金亜伊，飯田周平，藤原了
- Organizer
  日本地球惑星科学連合2014大会, STT57-P02
- Place of Presentation
  パシフィコ横浜
- Year and Date
  2014-04-28 – 2014-05-02
- Data Source
  KAKENHI-PROJECT-25870600

1. 行竹洋平 (20435853)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results

Kim Ahyi 金 亜伊

金 亜伊 キム アイ

KIM AHYI 金 亜伊

Research Projects

Research Products

Co-Researchers

相似地震を用いた火山・内陸域でのゆっくり滑りの検出

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of real-time seismic intensity prediction method using IoT sensors and machine learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

水圧破砕によって誘発される地震のメカニズムの解明（国際共同研究強化）Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Source Characterization of Hydraulic Fracturing Induced Micro SeismicityPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Reappraisal of volcanic seismicity at the Kirishima volcano using machine learning2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Development of a high-performance seismic phase picker using deep learning in the Hakone volcanic area2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Changes in repeating earthquake slip behavior following the 2004 Parkfield main shock from waveform empirical Green's functions finite-source inversion2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Source analysis of a potential hydraulic-fracturing-induced earthquake near Fox Creek, Alberta2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Low Apparent Stress Observed for Mw < －0.6 Microearthquakes Recorded during Hydraulic Fracturing Stimulation in the Carthage Cotton Valley Gas Field2015

Author(s)

Journal Title

Data Source

[Journal Article] The Cardston Earthquake Swarm and hydraulic fracturing of the Exshaw Formation (Alberta Bakken play)2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Toward understanding focal mechanism of hydraulic fracturing induced earthquakes using constrained inversion: method and synthetic tests2015

Author(s)

Journal Title

DOI

Data Source

[Presentation] Development of an Interpretable Volcanic Earthquake Classification Method Using Transformer2024

Author(s)

Organizer

Data Source

[Presentation] Development of an Interpretable Volcanic Earthquake Classification Method Using Transformer2024

Author(s)

Organizer

Data Source

[Presentation] 市民参加型低コスト地震計ネットワークにおける地震波位相検測のための機械学習モデルの構築2023

Author(s)

Organizer

Data Source

[Presentation] Transformerエンコーダーを用いた解釈可能な火山性地震の分類手法の開発2023

Author(s)

Organizer

Data Source

Kim Ahyi 金亜伊

金亜伊キムアイ

KIM AHYI 金亜伊