Koch Michael Conrad Koch Michael・Conrad

Researcher Number	50964524
Affiliation (based on the past Project Information) *help	2022 – 2024: 京都大学, 農学研究科, 特定助教
Review Section/Research Field	Principal Investigator 0604:Agricultural economics and rural sociology, agricultural engineering, and related fields
Keywords	Principal Investigator 機能診断 / 逆解析 / statistics / layer detection / HMC / RJMCMC / interface detection / transdimensional / inverse problems

Visualization of underground interior using stochastic inversionPrincipal Investigator
- Principal Investigator
  
  Koch Michael Conrad
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0604:Agricultural economics and rural sociology, agricultural engineering, and related fields
- Research Institution
  Kyoto University

All 2025 2024 2023 2022

All Journal Article Presentation Book

[Book] Inverse Problems - Recent Advances and Applications2023
- Author(s)
  Michael Conrad Koch, Kazunori Fujisawa and Akira Murakami
- Total Pages
  19
- Publisher
  IntechOpen
- ISBN
  9781803552231
- Data Source
  KAKENHI-PROJECT-22K20601
[Journal Article] Bayesian trans‐dimensional soil behaviour type inference using conditional posterior proposals2025
- Author(s)
  Koch Michael Conrad、Fujisawa Kazunori、Ray Anandaroop
- Journal Title
  
  Geophysical Prospecting
  
  Volume: － Issue: 5 Pages: 1510-1533
- DOI
  10.1111/1365-2478.70021
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H04575, KAKENHI-PROJECT-23K20964, KAKENHI-PROJECT-23K21246, KAKENHI-PROJECT-22K20601, KAKENHI-PROJECT-22K18352
[Journal Article] Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Lo?ve expansion2025
- Author(s)
  Shibata Tatsuya、Koch Michael C.、Papaioannou Iason、Fujisawa Kazunori
- Journal Title
  
  Computer Methods in Applied Mechanics and Engineering
  
  Volume: 441 Pages: 117960-117960
- DOI
  10.1016/j.cma.2025.117960
- Data Source
  KAKENHI-PROJECT-22K20601
[Journal Article] Hydraulic Conductivity Field Marginalization in HMC Based Estimation of Piping Zone Boundary2022
- Author(s)
  Kazunori Fujisawa, Michael C. Koch, Misato Osugi and Akira Murakami
- Journal Title
  
  Proceedings of the 8th International Symposium on Geotechnical Safety and Risk (ISGSR)
  
  Volume: - Pages: 863-867
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K20601
[Journal Article] Assessment of HMC Parameter Updates for Piping Zone Boundary Detection2022
- Author(s)
  Michael C. Koch, Kazunori Fujisawa and Akira Murakami
- Journal Title
  
  Proceedings of the 8th International Symposium on Geotechnical Safety and Risk (ISGSR)
  
  Volume: - Pages: 478-483
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Bayesian inversion in a trans-dimensional framework for subsurface stratification2024
- Author(s)
  Koch Michael Conrad
- Organizer
  Research Institute for Mathematical Sciences Workshop ‘Some approaches on ill-posed problems -theory and practice-’, Kyoto University
- Invited
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Inversion approaches for explicit identification of the geometry of objects in a continuum2024
- Author(s)
  Koch Michael Conrad
- Organizer
  Exploring For The Future (EFTF) seminar series, Geoscience Australia
- Invited
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Advantages of simultaneous estimation of shape and physical properties using Hamiltonian Monte Carlo method2023
- Author(s)
  Shibata Tatsuya, Koch Michael Conrad and Fujisawa Kazunori
- Organizer
  第58回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Reversible Jump estimation of subsurface stratification using Hamiltonian Monte Carlo method2023
- Author(s)
  Murata Kazumi, Koch Michael Conrad and Fujisawa Kazunori
- Organizer
  第58回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Hamiltonian Monte Carloを用いた水みち形状と透水係数分布の同時推定2022
- Author(s)
  柴田達哉, Koch Michael, 藤澤和謙
- Organizer
  第57回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Reversible Jump MCMC を用いた地層分布の推定2022
- Author(s)
  松本祐弥, Koch Michael, 藤澤和謙
- Organizer
  第57回地盤工学研究発表会
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Hydraulic Conductivity Field Marginalization in HMC Based Estimation of Piping Zone Boundary2022
- Author(s)
  Kazunori Fujisawa, Michael C. Koch, Misato Osugi and Akira Murakami
- Organizer
  8th International Symposium for Geotechnical Safety & Risk
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K20601
[Presentation] Assessment of HMC Parameter Updates for Piping Zone Boundary Detection2022
- Author(s)
  Michael C. Koch, Kazunori Fujisawa and Akira Murakami
- Organizer
  8th International Symposium for Geotechnical Safety & Risk
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K20601

1. FUJISAWA Kazunori

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Koch Michael Conrad Koch Michael・Conrad

Research Projects

Research Products

Co-Researchers

Visualization of underground interior using stochastic inversionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Book] Inverse Problems - Recent Advances and Applications2023

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Bayesian trans‐dimensional soil behaviour type inference using conditional posterior proposals2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Lo?ve expansion2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Hydraulic Conductivity Field Marginalization in HMC Based Estimation of Piping Zone Boundary2022

Author(s)

Journal Title

Data Source

[Journal Article] Assessment of HMC Parameter Updates for Piping Zone Boundary Detection2022

Author(s)

Journal Title

Data Source

[Presentation] Bayesian inversion in a trans-dimensional framework for subsurface stratification2024

Author(s)

Organizer

Data Source

[Presentation] Inversion approaches for explicit identification of the geometry of objects in a continuum2024

Author(s)

Organizer

Data Source

[Presentation] Advantages of simultaneous estimation of shape and physical properties using Hamiltonian Monte Carlo method2023

Author(s)

Organizer

Data Source

[Presentation] Reversible Jump estimation of subsurface stratification using Hamiltonian Monte Carlo method2023

Author(s)

Organizer

Data Source

[Presentation] Hamiltonian Monte Carloを用いた水みち形状と透水係数分布の同時推定2022

Author(s)

Organizer

Data Source

[Presentation] Reversible Jump MCMC を用いた地層分布の推定2022

Author(s)

Organizer

Data Source

[Presentation] Hydraulic Conductivity Field Marginalization in HMC Based Estimation of Piping Zone Boundary2022

Author(s)

Organizer

Data Source

[Presentation] Assessment of HMC Parameter Updates for Piping Zone Boundary Detection2022

Author(s)

Organizer

Data Source