KATOH SHINYA 加藤慎也

… Alternative Names

Shinya Katoh 加藤慎也

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Researcher Number	60984523
Other IDs
Affiliation (Current)	2026: 東京大学, 地震研究所, 特任研究員
Affiliation (based on the past Project Information) *help	2023 – 2025: 東京大学, 地震研究所, 特任研究員
Review Section/Research Field	Principal Investigator Basic Section 17040:Solid earth sciences-related / 0204:Astronomy, earth and planetary science, and related fields Except Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords	Principal Investigator 震源決定 / 深層学習 / 深部低周波地震 / 波動伝播 / 発生メカニズム / 発震機構解 / イベント検出 / Vision Transformer / マルチステーション波形解析 / Vison Transformer … More Except Principal Investigator … More スロー地震 / ビッグデータ / 深層学習 / 国際共同研究 / 人工知能 / 地震 Less

深層学習による次世代型震源決定システムの構築Principal Investigator
- Principal Investigator
  
  加藤慎也
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  The University of Tokyo
Investigating the Mechanism of Deep Low-Frequency Earthquakes Occurring in Non-Volcanic Inland AreasPrincipal Investigator
- Principal Investigator
  
  Shinya Katoh
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0204:Astronomy, earth and planetary science, and related fields
- Research Institution
  The University of Tokyo
International Joint Research on Seismological Big Data Analysis Techniques Using Artificial Intelligence
- Principal Investigator
  
  長尾大道
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Fund for the Promotion of Joint International Research (International Collaborative Research)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  The University of Tokyo

All 2025 2024

All Journal Article Presentation

[Journal Article] A deep learning approach to identifying neural SDE models using the signature kernel2025
- Author(s)
  Kusui, T., H. Nagao, S. Ito, S. Katoh, and T. Tokuda
- Journal Title
  
  2025 the 28th International Conference on Information Fusion (FUSION)
  
  Volume: －
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23KK0181
[Journal Article] Towards Addressing Challenges in Seismic Wave Arrival-Time Picking Models Using Deep Learning2024
- Author(s)
  加藤慎也、長尾大道、今泉允聡
- Journal Title
  
  Proceedings of the Annual Conference of JSAI
  
  Volume: JSAI2024 Issue: 0 Pages: 3L1OS3a02-3L1OS3a02
- DOI
  10.11517/pjsai.JSAI2024.0_3L1OS3a02
- ISSN
  2758-7347
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K19061
[Journal Article] Neural phase picker trained on the Japan meteorological agency unified earthquake catalog2024
- Author(s)
  Naoi Makoto、Tamaribuchi Koji、Shimojo Kengo、Katoh Shinya、Ohyanagi Shukei
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 76 Issue: 1 Pages: 150-150
- DOI
  10.1186/s40623-024-02091-8
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05201, KAKENHI-PUBLICLY-24H01027, KAKENHI-PROJECT-20K14565, KAKENHI-PROJECT-23K19061
[Presentation] 連続時間生成モデルによる地震波形データに基づくスロー地震の確率微分方程式表現の獲得2025
- Author(s)
  楠井俊朗，長尾大道，伊藤伸一，加藤慎也，徳田智磯
- Organizer
  日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 深層学習を用いた走時読み取りモデルの問題解決に向けて2024
- Author(s)
  加藤慎也*，長尾大道，今泉允聡
- Organizer
  第38回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-23K19061
[Presentation] シグネチャ法を用いたスロー地震の特徴抽出2024
- Author(s)
  楠井俊朗，長尾大道，伊藤伸一，徳田智磯，加藤慎也
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 深層学習を用いた複数トレースを入力とする深部低周波地震検知手法の開発2024
- Author(s)
  加藤慎也，長尾大道，飯尾能久，片尾浩，澤田麻沙代，冨阪和秀
- Organizer
  日本地球惑星科学連合大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 人工知能に基づく地震波形表現モデル獲得2024
- Author(s)
  長尾大道，加藤慎也，楠井俊朗
- Organizer
  Conductivity Anomaly研究会
- Invited
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 深層学習を用いた複数トレースを入力とする深部低周波地震検知手法の開発2024
- Author(s)
  加藤慎也
- Organizer
  2023年度固体地球科学データ同化/データ駆動型地球科学に関する研究会
- Data Source
  KAKENHI-PROJECT-23K19061
[Presentation] ラベル不均衡問題への対処による深層学習を用いた走時読み取りモデルの強化2024
- Author(s)
  加藤慎也，長尾大道，今泉允聡
- Organizer
  日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] Acquiring a Stochastic Differential Equation Representation to Characterize Tremors from Seismic Waveform Data Using Deep Learning2024
- Author(s)
  楠井俊朗，長尾大道，伊藤伸一，加藤慎也，徳田智磯
- Organizer
  日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] Enhancement of Phase Picking Models Using Deep Learning by Addressing the Label Imbalance Problem2024
- Author(s)
  Shinya, K.*, H. Nagao, M. Imaizumi and Y. Iio
- Organizer
  American Geophysical Union (AGU) Fall Meeting 2024
- Data Source
  KAKENHI-PROJECT-23K19061
[Presentation] 最適輸送理論に基づく地震波形データからのイベント検出とその分類2024
- Author(s)
  柳田真輝，徳田智磯，加藤慎也，長尾大道
- Organizer
  日本地球惑星科学連合大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] Acquiring a Stochastic Differential Equation Representation to Characterize Low-Frequency Tremors from Seismic Waveform Data Using Deep Learning2024
- Author(s)
  Kusui, T., H. Nagao, S. Ito,S. Katoh and T. Tokuda
- Organizer
  American Geophysical Union Fall Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] Development of deep-learning methods for seismic event detection in seafloor DAS data: creation of training/validation datasets2024
- Author(s)
  Mendo Perez, G. M., H. Nagao, S. Katoh, and M. Shinohara
- Organizer
  日本地震学会秋季大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] Use of sequential models to detect seismic event detection and phase identification using Distributed Acoustic Sensing records of seafloor cable in Sanriku2024
- Author(s)
  Mendo-Perez, G., H. Nagao, S. Katoh and M. Shinohara
- Organizer
  American Geophysical Union Fall Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 深層学習を用いた走時読み取りモデルの問題解決に向けて2024
- Author(s)
  加藤慎也，長尾大道，今泉允聡
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 深層学習を用いた複数トレースを入力とする深部低周波地震検知手法の開発2024
- Author(s)
  加藤慎也*，長尾大道，飯尾能久，片尾浩，澤田麻沙代，冨阪和秀
- Organizer
  日本地球惑星科学連合2024年大会
- Data Source
  KAKENHI-PROJECT-23K19061
[Presentation] Enhancement of Phase Picking Models Using Deep Learning by Addressing the Label Imbalance Problem2024
- Author(s)
  Katoh, S., H. Nagao, M. Imaizumi and Y. Iio
- Organizer
  American Geophysical Union Fall Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23KK0181
[Presentation] 深層学習を用いた複数トレースを入力とする深部低周波地震検知手法の開発2024
- Author(s)
  加藤慎也、長尾大道、飯尾能久、片尾浩、澤田麻沙代、冨阪和秀
- Organizer
  日本地球惑星科学連合2024年大会
- Data Source
  KAKENHI-PROJECT-23K19061
[Presentation] ラベル不均衡問題への対処による深層学習を用いた走時読み取りモデルの強化2024
- Author(s)
  加藤慎也*，長尾大道，今泉允聡，
- Organizer
  日本地震学会2024年度秋季大会
- Data Source
  KAKENHI-PROJECT-23K19061

1. 長尾大道 (80435833)

# of Collaborated Projects: 1 results

# of Collaborated Products: 13 results
2. 徳田智磯 (30748786)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
3. Mendo・Perez Gerardo・Manuel (10978779)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

KATOH SHINYA 加藤 慎也

Shinya Katoh 加藤 慎也

Research Projects

Research Products

Co-Researchers

深層学習による次世代型震源決定システムの構築Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Investigating the Mechanism of Deep Low-Frequency Earthquakes Occurring in Non-Volcanic Inland AreasPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

International Joint Research on Seismological Big Data Analysis Techniques Using Artificial Intelligence

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] A deep learning approach to identifying neural SDE models using the signature kernel2025

Author(s)

Journal Title

Data Source

[Journal Article] Towards Addressing Challenges in Seismic Wave Arrival-Time Picking Models Using Deep Learning2024

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] Neural phase picker trained on the Japan meteorological agency unified earthquake catalog2024

Author(s)

Journal Title

DOI

Data Source

[Presentation] 連続時間生成モデルによる地震波形データに基づくスロー地震の確率微分方程式表現の獲得2025

Author(s)

Organizer

Data Source

[Presentation] 深層学習を用いた走時読み取りモデルの問題解決に向けて2024

Author(s)

Organizer

Data Source

[Presentation] シグネチャ法を用いたスロー地震の特徴抽出2024

Author(s)

Organizer

Data Source

[Presentation] 深層学習を用いた複数トレースを入力とする深部低周波地震検知手法の開発2024

Author(s)

Organizer

Data Source

[Presentation] 人工知能に基づく地震波形表現モデル獲得2024

Author(s)

Organizer

Data Source

[Presentation] 深層学習を用いた複数トレースを入力とする深部低周波地震検知手法の開発2024

Author(s)

Organizer

Data Source

[Presentation] ラベル不均衡問題への対処による深層学習を用いた走時読み取りモデルの強化2024

Author(s)

Organizer

Data Source

[Presentation] Acquiring a Stochastic Differential Equation Representation to Characterize Tremors from Seismic Waveform Data Using Deep Learning2024

Author(s)

Organizer

Data Source

[Presentation] Enhancement of Phase Picking Models Using Deep Learning by Addressing the Label Imbalance Problem2024

Author(s)

Organizer

Data Source

[Presentation] 最適輸送理論に基づく地震波形データからのイベント検出とその分類2024

Author(s)

Organizer

Data Source

[Presentation] Acquiring a Stochastic Differential Equation Representation to Characterize Low-Frequency Tremors from Seismic Waveform Data Using Deep Learning2024

KATOH SHINYA 加藤慎也

Shinya Katoh 加藤慎也