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Michael Conrad Koch

Observed names: Koch, Michael C., Koch, Michael Conrad, M. C. Koch, M. Koch, Michael C. Koch, Michael Koch
ORCID: 0000-0002-4288-9376
Observed ORCID: 0000-0002-4288-9376
OpenAlex ID: A5085779453
Adjoint Hamiltonian Monte Carlo algorithm for the estimation of elastic modulus through the inversion of elastic wave propagation data
2019 · Michael C. Koch, Kazunori Fujisawa, et al. · International Journal for Numerical Methods in Engineering · 16
Novel parameter update for a gradient based MCMC method for solid-void interface detection through elastodynamic inversion
2020 · Michael Conrad Koch, Kazunori Fujisawa, et al. · Probabilistic Engineering Mechanics · 10
Hamiltonian Monte Carlo for Simultaneous Interface and Spatial Field Detection (HMCSISFD) and its application to a piping zone interface detection problem
2021 · Michael Conrad Koch, Misato Osugi, et al. · International Journal for Numerical and Analytical Methods in Geomechanics · 7
Generation of negative skin friction and drag load in near-offshore pile foundations: A numerical study addressing pile installation effects
2025 · Michael Conrad Koch, Bhupendra Chand, et al. · Ocean Engineering · 3
Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Loève expansion
2025 · Tatsuya Shibata, Michael C. Koch, et al. · Computer Methods in Applied Mechanics and Engineering · 3
Bayesian trans‐dimensional soil behaviour type inference using conditional posterior proposals
2025 · Michael Conrad Koch, Kazunori Fujisawa, et al. · Geophysical Prospecting · 2
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Numerical Study of the Effect of Pile Driving on the Position of a Neutral Plane
2017 · Arindam Dey, Michael C. Koch · Geotechnical Frontiers · 1
Hierarchical Bayesian inversion using the Karhunen-Loève expansion with analytical eigenpairs of the squared exponential kernel
2026 · Shibata, Tatsuya, Koch, Michael Conrad, et al. · arXiv (Cornell University)
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2.5-D Electrical Resistivity Forward Modelling with Undulating Topography using a Modified Half-Space Analytical Solution
2026 · K., Naveen, Koch, Michael C., et al. · arXiv (Cornell University)
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CoFI - The Common Framework for Inference: A software platform for experimentation, education and application of geophysical inversion tools
2026 · Malcolm Sambridge, Jiawen He, et al.
CoFI - A Common Framework for Inference
2026 · Jiawen He, Kit Chaivannacoopt, et al. · SSRN Electronic Journal
Influence of priors on estimation results in simultaneous geometry and spatial field estimation
2025 · T. Shibata, M. Koch, et al. · International Conference on Structural Safety and Reliability (ICOSSAR)
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Probabilistic Inversion of Electrical Resistivity Tomography Data Using Hamiltonian Monte Carlo (HMC) Algorithm
2025 · Naveen K., Michael C. Koch, et al.
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Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Loève expansion
2024 · Shibata, Tatsuya, Koch, Michael Conrad, et al. · arXiv (Cornell University)
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Efficient Bayesian Inversion for Simultaneous Estimation of Geometry and Spatial Field Using the Karhunen-Loève Expansion
2024 · Tatsuya Shibata, Michael Conrad Koch, et al. · SSRN Electronic Journal
Numerical Gradient Computation for Simultaneous Detection of Geometry and Spatial Random Fields in a Statistical Framework
2022 · Michael Conrad Koch, Kazunori Fujisawa, et al. · IntechOpen eBooks
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Assessment of HMC Parameter Updates for Piping Zone Boundary Detection
2022 · Michael C. Koch, Kazunori Fujisawa, et al. · International Symposium for Geotechnical Safety and Risk (ISGSR)
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Hydraulic Conductivity Field Marginalization in HMC Based Estimation of Piping Zone Boundary
2022 · Kazunori Fujisawa, Michael C. Koch, et al. · International Symposium for Geotechnical Safety and Risk (ISGSR)
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An improved method for simultaneous identification of geometry and hydraulic conductivity of seepage flow field with a piping zone
2021 · Michael Conrad Koch · The Japanese Geotechnical Society
Application of an HMC Based Approximate Method for Combined Identification of Hydraulic Conductivity and Piping Region Interface
2021 · Michael C. Koch, Misato Osugi, et al. · Lecture notes in civil engineering
Simultaneous identification of geometry and hydraulic conductivity of seepage flow field with a piping zone
2020 · Michael Conrad Koch · The Japanese Geotechnical Society
Inverse analysis in geomechanical problems using Hamiltonian Monte Carlo
2020 · Michael Conrad Koch · Institutional Repositories DataBase (IRDB)
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Bayesian inference of preferential seepage path by gradient-based Markov Chain Monte Carlo
2020 · Kazunori Fujisawa, Michael Koch, et al. · Japanese Geotechnical Society Special Publication
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Elastic Modulus Estimation Using a Scaled State Parameter in the Extended Kalman Filter
2019 · M. C. Koch, A. Murakami, et al. · Developments in geotechnical engineering
HMC Based Inverse Analysis to Determine Position and Size of Square Cavities
2019 · Michael Conrad Koch, Fujisawa Kazunori, et al. · International Symposium for Geotechnical Safety and Risk (ISGSR)
Works count: 26
Citation count: 42
H-index: 3
I10-index: 2
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