| WHITTLE-MATÉRN PRIORS FOR BAYESIAN STATISTICAL INVERSION WITH APPLICATIONS IN ELECTRICAL IMPEDANCE TOMOGRAPHY. L Roininen, JMJ Huttunen, S Lasanen Inverse Problems & Imaging 8 (2), 2014 | 88 | 2014 |
| Approximation errors in nonstationary inverse problems JMJ Huttunen, JP Kaipio Inverse Problems & Imaging 1 (1), 77, 2007 | 69 | 2007 |
| Approximation error analysis in nonlinear state estimation with an application to state-space identification JMJ Huttunen, JP Kaipio Inverse Problems 23 (5), 2141, 2007 | 58 | 2007 |
| Dynamic inversion for hydrological process monitoring with electrical resistance tomography under model uncertainties A Lehikoinen, JMJ Huttunen, S Finsterle, MB Kowalsky, JP Kaipio Water resources research 46 (4), 2010 | 51 | 2010 |
| Determination of heterogeneous thermal parameters using ultrasound induced heating and MR thermal mapping JMJ Huttunen, T Huttunen, M Malinen, JP Kaipio Physics in Medicine & Biology 51 (4), 1011, 2006 | 38 | 2006 |
| Experimental evaluation of 3D electrical impedance tomography with total variation prior G González, JMJ Huttunen, V Kolehmainen, A Seppänen, M Vauhkonen Inverse Problems in Science and Engineering 24 (8), 1411-1431, 2016 | 30 | 2016 |
| MRI contrasts in high rank rotating frames T Liimatainen, H Hakkarainen, S Mangia, JMJ Huttunen, C Storino, ... Magnetic resonance in medicine 73 (1), 254-262, 2015 | 28 | 2015 |
| Model reduction in state identification problems with an application to determination of thermal parameters JMJ Huttunen, JP Kaipio Applied Numerical Mathematics 59 (5), 877-890, 2009 | 28 | 2009 |
| Importance sampling approach for the nonstationary approximation error method JMJ Huttunen, A Lehikoinen, J Hämäläinen, JP Kaipio Inverse Problems 26 (12), 125003, 2010 | 24 | 2010 |
| Deep convolutional neural networks for estimating porous material parameters with ultrasound tomography T Lähivaara, L Kärkkäinen, JMJ Huttunen, JS Hesthaven The Journal of the Acoustical Society of America 143 (2), 1148-1158, 2018 | 23 | 2018 |
| Cauchy difference priors for edge-preserving Bayesian inversion M Markkanen, L Roininen, JMJ Huttunen, S Lasanen Journal of Inverse and Ill-posed Problems 27 (2), 225-240, 2019 | 19* | 2019 |
| Artificial boundary conditions and domain truncation in electrical impedance tomography. part i: Theory and preliminary results D Calvetti, PJ Hadwin, JM Huttunen, D Isaacson, JP Kaipio, D McGivney, ... Inverse Problems & Imaging 9 (3), 749-766, 2015 | 17 | 2015 |
| 3D thermal tomography with experimental measurement data JM Toivanen, T Tarvainen, JMJ Huttunen, T Savolainen, HRB Orlande, ... International Journal of Heat and Mass Transfer 78, 1126-1134, 2014 | 17 | 2014 |
| Discretization error in dynamical inverse problems: one-dimensional model case JMJ Huttunen, HK Pikkarainen Journal of Inverse and Ill-posed problems 15 (4), 365-386, 2007 | 16 | 2007 |
| Estimation of fixed charge density and diffusivity profiles in cartilage using contrast enhanced computer tomography JMJ Huttunen, HT Kokkonen, JS Jurvelin, J Töyräs, JP Kaipio International Journal for Numerical Methods in Engineering 98 (5), 371-390, 2014 | 12 | 2014 |
| Pulse transit time estimation of aortic pulse wave velocity and blood pressure using machine learning and simulated training data JMJ Huttunen, L Kärkkäinen, H Lindholm PLoS computational biology 15 (8), e1007259, 2019 | 11 | 2019 |
| Artificial boundary conditions and domain truncation in electrical impedance tomography. part ii: Stochastic extension of the boundary map D Calvetti, PJ Hadwin, JMJ Huttunen, JP Kaipio, E Somersalo Inverse Problems & Imaging 9 (3), 767, 2015 | 11 | 2015 |
| Estimation of groundwater storage from seismic data using deep learning T Lähivaara, A Malehmir, A Pasanen, L Kärkkäinen, JMJ Huttunen, ... Geophysical Prospecting, 2019 | 10 | 2019 |
| Thermal tomography utilizing truncated Fourier series approximation of the heat diffusion equation JM Toivanen, T Tarvainen, JMJ Huttunen, T Savolainen, A Pulkkinen, ... International Journal of Heat and Mass Transfer 108, 860-867, 2017 | 8 | 2017 |
| Approximation and modelling errors in nonstationary inverse problems J Huttunen University of Kuopio, 2008 | 7 | 2008 |
Jari KaipioUniversity of AucklandGeverifieerd e-mailadres voor math.auckland.ac.nz
