| Adjoint Hamiltonian Monte Carlo algorithm for the estimation of elastic modulus through the inversion of elastic wave propagation data MC Koch, K Fujisawa, A Murakami International Journal for Numerical Methods in Engineering 121 (6), 1037-1067, 2020 | 10 | 2020 |
| Novel parameter update for a gradient based MCMC method for solid-void interface detection through elastodynamic inversion MC Koch, K Fujisawa, A Murakami Probabilistic Engineering Mechanics 62, 103097, 2020 | 5 | 2020 |
| Hamiltonian Monte Carlo for Simultaneous Interface and Spatial Field Detection (HMCSISFD) and its application to a piping zone interface detection problem MC Koch, M Osugi, K Fujisawa, A Murakami International Journal for Numerical and Analytical Methods in Geomechanics …, 2021 | 4 | 2021 |
| Numerical Study of the Effect of Pile Driving on the Position of a Neutral Plane A Dey, MC Koch Geotechnical Frontiers 2017, 101-111, 2017 | 2 | 2017 |
| Numerical Gradient Computation for Simultaneous Detection of Geometry and Spatial Random Fields in a Statistical Framework MC Koch, K Fujisawa, A Murakami Inverse Problems-Recent Advances and Applications, 2022 | | 2022 |
| Application of an HMC Based Approximate Method for Combined Identification of Hydraulic Conductivity and Piping Region Interface MC Koch, M Osugi, K Fujisawa, A Murakami Challenges and Innovations in Geomechanics: Proceedings of the 16th …, 2021 | | 2021 |
| Inverse analysis in geomechanical problems using Hamiltonian Monte Carlo MC Koch Kyoto University, 2020 | | 2020 |
| Bayesian inference of preferential seepage path by gradient-based Markov Chain Monte Carlo K Fujisawa, M Koch, A Murakami Japanese Geotechnical Society Special Publication 8 (3), 59-63, 2020 | | 2020 |
| Elastic Modulus Estimation Using a Scaled State Parameter in the Extended Kalman Filter MC Koch, A Murakami, K Fujisawa Geotechnics for Natural Disaster Mitigation and Management, 43-51, 2020 | | 2020 |
| HMC Based Inverse Analysis to Determine Position and Size of Square Cavities MC Koch, F Kazunori, A Murakami | | 2019 |
