Ito Shinichi 伊藤真一

Researcher Number	20825690
Other IDs
Affiliation (Current)	2025: 立命館大学, 理工学部, 講師
Affiliation (based on the past Project Information) *help	2025: 立命館大学, 理工学部, 講師 2023: 立命館大学, 理工学部, 講師 2018 – 2022: 鹿児島大学, 理工学域工学系, 助教
Review Section/Research Field	Principal Investigator Basic Section 22030:Geotechnical engineering-related / 0303:Civil engineering, social systems engineering, safety engineering, disaster prevention engineering, and related fields Except Principal Investigator Basic Section 22030:Geotechnical engineering-related
Keywords	Principal Investigator データ同化 / 不飽和浸透特性 / ベイズの定理 / 土柱法 / ベイズ推定 / データサイエンス / 保水性試験 / 融合粒子フィルタ / 水分特性曲線 / 不飽和土 … More / オンラインデータ同化 / 現地計測データ / 土中水分量 / 浸透解析モデル / 斜面崩壊 … More Except Principal Investigator 蒸発効率 / 透水係数 / 水分特性曲線 / 不飽和土 Less

データサイエンスによる浸透解析シミュレーションの高度化に関する研究Principal Investigator
- Principal Investigator
  
  伊藤真一
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 22030:Geotechnical engineering-related
- Research Institution
  Ritsumeikan University
データ同化を導入した不飽和浸透特性推定方法の確立Principal Investigator
- Principal Investigator
  
  伊藤真一
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 22030:Geotechnical engineering-related
- Research Institution
  Ritsumeikan University
  Kagoshima University
Proposal of water retention test method introducing data assimilation and its validationPrincipal Investigator
- Principal Investigator
  
  Ito Shinichi
- Project Period (FY)
  2020 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 22030:Geotechnical engineering-related
- Research Institution
  Kagoshima University
Proposal of laboratory test method and consept model on water retention, permeability and evaporation properties of unsaturated soil
- Principal Investigator
  
  SAKO KAZUNARI
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 22030:Geotechnical engineering-related
- Research Institution
  Kagoshima University
Establishment and sophistication of online data assimilation system of seepage analysis model based on field measurement dataPrincipal Investigator
- Principal Investigator
  
  Ito Shinichi
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0303:Civil engineering, social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Kagoshima University

All 2024 2023 2022 2021 2020 2019 2018

All Journal Article Presentation

[Journal Article] Seepage analysis model based on field measurement data for estimation of posterior parameter distribution using merging particle filter2024
- Author(s)
  Ito Shinichi、Oda Kazuhiro、Koizumi Keigo
- Journal Title
  
  Soils and Foundations
  
  Volume: 64 Issue: 2 Pages: 101442-101442
- DOI
  10.1016/j.sandf.2024.101442
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326, KAKENHI-PROJECT-21K04595
[Journal Article] Comparison of soil water characteristic curves estimated using data assimilation and water retention tests2023
- Author(s)
  Shinichi Ito, Kazunari Sako, Tsukasa Morita
- Journal Title
  
  Smart Geotechnics for Smart Societies
  
  Volume: 1 Pages: 1157-1161
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326
[Journal Article] Inverse analysis of unsaturated soil hydraulic parameters using Physics-Informed Neural Networks2023
- Author(s)
  福永竜世、伊藤真一、酒匂一成
- Journal Title
  
  Artificial Intelligence and Data Science
  
  Volume: 4 Issue: 3 Pages: 100-108
- DOI
  10.11532/jsceiii.4.3_100
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326
[Journal Article] データ同化によって推定された浸透解析モデルによる地下水位変動図の作成と降雨指標の考察2022
- Author(s)
  水島隆志，伊藤真一，酒匂一成，小泉圭吾，小田和広
- Journal Title
  
  第11回土砂災害に関するシンポジウム論文集
  
  Volume: 11 Pages: 233-238
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326
[Journal Article] 加圧板法とマルコフ連鎖モンテカルロ(MCMC)法を組み合わせた水分特性曲線推定手法の提案2022
- Author(s)
  高田雄大，伊藤真一，酒匂一成，佐藤伸，森岩寛稀
- Journal Title
  
  Proceedings of the Kansai Geo-Symposium 2022 地下水地盤環境・防災・計測技術に関するシンポジウム論文集
  
  Volume: 1 Pages: 214-219
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326
[Journal Article] RNNによる地下水位回帰モデルの構築と入力データの影響度に関する考察2022
- Author(s)
  笛田泰成，伊藤真一，酒匂一成，小田和広
- Journal Title
  
  第11回土砂災害に関するシンポジウム論文集
  
  Volume: 11 Pages: 83-88
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326
[Journal Article] A FUNDAMENTAL STUDY ON UNSATURATED SEEPAGE SIMULATION BY PHYSICS-INFORMED NEURAL NETWORKS2022
- Author(s)
  伊藤真一，酒匂一成
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 3 Issue: J2 Pages: 56-64
- DOI
  10.11532/jsceiii.3.J2_56
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K14326
[Journal Article] PROPOSAL OF THE METHOD ESTIMATING SEEPAGE ANALYSIS MODEL INCLUDING A BOUNDARY CONDITION USING MERGING PARTICLE FILTER2020
- Author(s)
  伊藤真一，小田和広，小泉圭吾，西村美紀，檀上徹，酒匂一成
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. C (Geosphere Engineering)
  
  Volume: 76 Issue: 1 Pages: 52-66
- DOI
  10.2208/jscejge.76.1_52
- NAID
  130007800763
- ISSN
  2185-6516
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04599, KAKENHI-PROJECT-19K21089, KAKENHI-PROJECT-20K14828
[Journal Article] APPLICABILITY OF RECURRENT NEURAL NETWORK TO PREDICT FIELD MEASUREMENT DATA OF VOLUMETRIC WATER CONTENT2020
- Author(s)
  伊藤真一、小田和広、小泉圭吾、酒匂一成
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 1 Issue: J1 Pages: 445-452
- DOI
  10.11532/jsceiii.1.J1_445
- NAID
  130007940760
- ISSN
  2435-9262
- Year and Date
  2020-11-11
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04599, KAKENHI-PROJECT-20K14828
[Journal Article] PREDICTED PERFORMANCE OF ESTIMATED SEEPAGE ANALYSIS MODEL BY DATA ASSIMILATION BASED ON MEASUREMENT DATA OF SOIL COLUMN TEST2020
- Author(s)
  伊藤真一，酒匂一成，北村良介，金丸善輝，金丸和生，川島満成
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. C (Geosphere Engineering)
  
  Volume: 76 Issue: 4 Pages: 350-362
- DOI
  10.2208/jscejge.76.4_350
- NAID
  130007941511
- ISSN
  2185-6516
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14828
[Journal Article] データ同化を導入した土柱法による不飽和浸透特性推定手法の提案2020
- Author(s)
  河野優樹，伊藤真一，酒匂一成
- Journal Title
  
  Proceedings of the Kansai Geo-Symposium 2020 地下水地盤環境・防災・計測技術に関するシンポジウム論文集
  
  Volume: 1 Pages: 43-48
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K14828
[Journal Article] IMPROVEMENT OF INFINITE SLOPE METHOD CONSIDERED INFLUENCE ON PORE-WATER PRESSIRE IN UNSATURATED SOIL2019
- Author(s)
  津山雅徳，酒匂一成，伊藤真一，北村良介
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. A2 (Applied Mechanics (AM))
  
  Volume: 75 Issue: 2 Pages: I_371-I_378
- DOI
  10.2208/jscejam.75.2_I_371
- NAID
  130007795433
- ISSN
  2185-4661
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Application of the Kita-Sako model to soil-water characteristic curves of bentonite/sand mixture2019
- Author(s)
  Kazunari Sako, Shin Sato, Motoki Moriiwa, Masaaki Fukaya, Syuichi Yamamoto, Shinichi Ito, Ryosuke Kitamura
- Journal Title
  
  Japanese Geotechnical Society Special Publication
  
  Volume: 7 Issue: 2 Pages: 179-184
- DOI
  10.3208/jgssp.v07.027
- NAID
  130007694782
- ISSN
  2188-8027
- Year and Date
  2019-04-30
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Method on Identification of Infiltration Characteristics of Unsaturated Decomposed Granite Soils2019
- Author(s)
  Kazuhiro Oda, Shin-ichi Ito, and Keigo Koizumi
- Journal Title
  
  Proceedings of the 7th International Symposium on Geotechnical Safety and Risk (ISGSR)
  
  Volume: 7 Pages: 655-660
- DOI
  10.3850/978-981-11-2725-0-is7-5-cd
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Availability of the particle filter methods on identification of soil hydraulic parameters based on field measurement2019
- Author(s)
  Shinichi Ito, Kazuhiro Oda, and Keigo Koizumi
- Journal Title
  
  Proceedings of the 16th Asian Regional Conference on Soil Mechanics and Geotechnical Engineering (16ARC)
  
  Volume: 16
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Data assimilation of parallel tanks model based on measurement data of groundwater level on full-scale test2019
- Author(s)
  Shinichi Ito, Toru Danjo, Tomohiro Ishizawa, Sayako Baba, and Kazunari Sako
- Journal Title
  
  Proceedings of the Technical Forum on Mitigation of Geo-disasters in Asia
  
  Volume: 1 Pages: 148-151
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Consideration on a characteristic length in a concept model for Soil-Water Characteristic Curves2019
- Author(s)
  Ryosuke Nakajima, Kazunari Sako, Shinichi Ito, Ryosuke Kitamura
- Journal Title
  
  Proc. of the Technical Forum on Mitigation of Geo-disasters in Asia
  
  Volume: - Pages: 162-167
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04602
[Journal Article] 安国寺裏斜面におけるデータ同化結果を活用した斜面崩壊に対する危険基準の提案2018
- Author(s)
  伊藤真一，小田和広，小泉圭吾，酒匂一成
- Journal Title
  
  Proceedings of Kansai Geo-Symposium 2018
  
  Volume: １ Pages: 206-211
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] 融合粒子フィルタによって推定された浸透解析モデルの有用性の確率論的検証2018
- Author(s)
  伊藤真一，小田和広，小泉圭吾，櫻谷慶治，酒匂一成
- Journal Title
  
  第9回土砂災害に関するシンポジウム論文集
  
  Volume: 1 Pages: 49-54
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Relationship between quasi-saturated volumetric water content and slope deformation based on a model slope experiment2018
- Author(s)
  櫻谷慶治，小泉圭吾，小田和広，伊藤真一，小松満
- Journal Title
  
  Japanese Geotechnical Journal
  
  Volume: 13 Issue: 3 Pages: 183-192
- DOI
  10.3208/jgs.13.183
- NAID
  130007493786
- ISSN
  1880-6341
- Year and Date
  2018-09-30
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Journal Article] Relationship between initial quasi-saturated volumetric water content and rainfall-induced slope deformation based on a model slope experiment2018
- Author(s)
  Keigo Koizumi, Keiji Sakuradani, Kazuhiro Oda, Mitsuru Komatsu, Shinichi Ito
- Journal Title
  
  Journal of Geo Engineering
  
  Volume: 13 Pages: 179-186
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21089
[Presentation] 携帯型ミニディスクインフィルトロメータの試験データに基づく不飽和浸透特性の推定2023
- Author(s)
  福留勘太，高田雄大，伊藤真一，酒匂一成
- Organizer
  第58回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-22K14326
[Presentation] 加圧板法におけるマルコフ連鎖モンテカルロ（MCMC）法を用いた水分特性曲線推定手法の提案2022
- Author(s)
  髙田雄大，伊藤真一，酒匂一成，中島亮輔，石大地，佐藤伸，森岩寛稀
- Organizer
  令和4年度土木学会全国大会
- Data Source
  KAKENHI-PROJECT-22K14326
[Presentation] 土柱法とデータ同化を用いた水分特性曲線推定手法の改良と妥当性評価2022
- Author(s)
  亀川裕樹，伊藤真一，酒匂一成，河野優樹，高田雄大
- Organizer
  令和3年度土木学会西部支部研究発表会
- Data Source
  KAKENHI-PROJECT-20K14828
[Presentation] 携帯型ミニディスクインフィルトロメータを用いた一次元流れにおける現場飽和透水係数の算出方法の提案2022
- Author(s)
  福留勘太，伊藤真一，酒匂一成，高田雄大
- Organizer
  土木学会西部支部研究発表会
- Data Source
  KAKENHI-PROJECT-22K14326
[Presentation] 加圧板法と融合粒子フィルタを用いた水分特性曲線推定手法の確立2021
- Author(s)
  高田雄大，伊藤真一，酒匂一成，中島亮輔，石大地
- Organizer
  第56回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-20K14828
[Presentation] データ同化を導入した土柱法による不飽和浸透特性推定手法に関する一考察2021
- Author(s)
  河野優樹，中島亮輔，高田雄大，石大地，伊藤真一，酒匂一成
- Organizer
  第56回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-20K14828
[Presentation] 粒度の違いが土の蒸発効率に与える影響に関する一考察2021
- Author(s)
  田西健将，軸屋雄太，酒匂一成，伊藤真一
- Organizer
  令和2年度土木学会西部支部研究発表会
- Data Source
  KAKENHI-PROJECT-19K04602
[Presentation] 間隙比の違いが不飽和土の蒸発効率に与える影響に関する一考察2021
- Author(s)
  軸屋雄太，酒匂一成，伊藤真一
- Organizer
  第56回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-19K04602
[Presentation] A Consideration on Numerical Model for the Relationship Between Evaporation Efficiency and Volumetric Water Content2021
- Author(s)
  Yuta Jikuya, Kazunari Sako, Shinichi Ito
- Organizer
  Proc. of 1st International Symposium on Construction Resources for Environmentally Sustainable Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K04602
[Presentation] 土柱法とデータ同化を組み合わせた不飽和浸透特性推定方法の有効性の検証2020
- Author(s)
  河野優樹，伊藤真一，酒匂一成
- Organizer
  第55回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-20K14828
[Presentation] 土柱法とデータ同化を組み合わせた保水性試験方法の開発2020
- Author(s)
  河野優樹，伊藤真一，酒匂一成，北村良介
- Organizer
  土木学会西部支部研究発表会
- Data Source
  KAKENHI-PROJECT-20K14828
[Presentation] データ同化によって推定された浸透解析モデルを用いた地下水発生確率の算出2019
- Author(s)
  伊藤真一
- Organizer
  令和元年度土木学会全国大会第74回年次学術講演会
- Data Source
  KAKENHI-PROJECT-19K21089
[Presentation] 蒸発効率の水分依存性のモデル化に関する一考察2019
- Author(s)
  軸屋雄太，酒匂一成，伊藤真一
- Organizer
  Kansai Geo-Symposium 2019
- Data Source
  KAKENHI-PROJECT-19K04602
[Presentation] 間隙モデルの素体積高さDchaに関する一考察2019
- Author(s)
  中島亮輔，酒匂一成，伊藤真一，北村良介
- Organizer
  第54回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-19K04602
[Presentation] 境界条件を含む浸透解析モデルのデータ同化方法の提案2019
- Author(s)
  伊藤真一
- Organizer
  第54回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-19K21089
[Presentation] Consideration on the relationship between soil properties and a characteristic length in a concept model for soil-water characteristic curve2019
- Author(s)
  Ryosuke Nakajima, Kazunari Sako, Shinichi Ito, Ryosuke Kitamura
- Organizer
  Proc. of the 3rd Joint Seminar on Landslide, Flood Disasters and the Environmental Issues
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K04602
[Presentation] 融合粒子フィルタによる土壌水分特性と体積含水率の事後分布推定2018
- Author(s)
  伊藤真一，小田和広，小泉圭吾
- Organizer
  土木学会第73回年次学術講演会
- Data Source
  KAKENHI-PROJECT-19K21089
[Presentation] 京都府綾部市安国寺裏斜面における現地計測結果を用いたデータ同化2018
- Author(s)
  伊藤真一，小田和広，小泉圭吾，横川京香，鏡原聖史
- Organizer
  第53回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-19K21089
[Presentation] 多様な土壌水分特性の推定に対する粒子フィルタの有用性2018
- Author(s)
  伊藤真一，小田和広，小泉圭吾
- Organizer
  平成30年度砂防学会研究発表会
- Data Source
  KAKENHI-PROJECT-19K21089

1. SAKO KAZUNARI (20388143)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results

Ito Shinichi 伊藤 真一

Research Projects

Research Products

Co-Researchers

データサイエンスによる浸透解析シミュレーションの高度化に関する研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

データ同化を導入した不飽和浸透特性推定方法の確立Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Proposal of water retention test method introducing data assimilation and its validationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Proposal of laboratory test method and consept model on water retention, permeability and evaporation properties of unsaturated soil

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Establishment and sophistication of online data assimilation system of seepage analysis model based on field measurement dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Seepage analysis model based on field measurement data for estimation of posterior parameter distribution using merging particle filter2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Comparison of soil water characteristic curves estimated using data assimilation and water retention tests2023

Author(s)

Journal Title

Data Source

[Journal Article] Inverse analysis of unsaturated soil hydraulic parameters using Physics-Informed Neural Networks2023

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] データ同化によって推定された浸透解析モデルによる地下水位変動図の作成と降雨指標の考察2022

Author(s)

Journal Title

Data Source

[Journal Article] 加圧板法とマルコフ連鎖モンテカルロ(MCMC)法を組み合わせた水分特性曲線推定手法の提案2022

Author(s)

Journal Title

Data Source

[Journal Article] RNNによる地下水位回帰モデルの構築と入力データの影響度に関する考察2022

Author(s)

Journal Title

Data Source

[Journal Article] A FUNDAMENTAL STUDY ON UNSATURATED SEEPAGE SIMULATION BY PHYSICS-INFORMED NEURAL NETWORKS2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] PROPOSAL OF THE METHOD ESTIMATING SEEPAGE ANALYSIS MODEL INCLUDING A BOUNDARY CONDITION USING MERGING PARTICLE FILTER2020

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] APPLICABILITY OF RECURRENT NEURAL NETWORK TO PREDICT FIELD MEASUREMENT DATA OF VOLUMETRIC WATER CONTENT2020

Author(s)

Journal Title

Ito Shinichi 伊藤真一