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Author ID: kaipio.jari-p Recent zbMATH articles by "Kaipio, Jari P."
Published as: Kaipio, J. P.; Kaipio, Jari P.; Kaipio, Jari; Kaipio, J.
External Links: ORCID
all top 5

Co-Authors

1 single-authored
17 Kolehmainen, Ville
17 Somersalo, Erkki
17 Vauhkonen, Marko
13 Seppänen, Aku
11 Arridge, Simon R.
11 Tarvainen, Tanja
10 Huttunen, Tomi
9 Voutilainen, Arto
8 Huttunen, Janne M. J.
6 Tervo, Jouko
5 Monk, Peter B.
4 Calvetti, Daniela
4 Haario, Heikki
4 Juntunen, Mika
4 Lähivaara, Timo
4 Lehikoinen, Anssi
4 Lipponen, Antti
4 Vauhkonen, P. J.
3 Heikkinen, Lasse M.
3 Karjalainen, Pasi A.
3 Malinen, Matti
3 Nicholson, Ruanui
3 Pulkkinen, Aki
3 Schweiger, Martin
2 Castello, Daniel Alves
2 Cox, Ben T.
2 Dudley Ward, Nicholas F.
2 Finsterle, Stefan A.
2 Hadwin, Paul J.
2 Kolmonen, Pekka
2 Orlande, Helcio Rangel Barreto
2 Petra, Noemi
2 Ruuskanen, A. R.
1 Alavi-Shoshtari, Maryam
1 Babary, Jean-Pierre
1 Bardsley, Johnathan M.
1 Baroudi, Djebar
1 Brookes, Mike
1 Candiani, Valentina
1 Collino, Francis
1 Cox, Benjamin T.
1 D’Andrea, Cosimo
1 Dorn, Oliver
1 Duncan, S.
1 Duncan, Stephen R.
1 Gehre, Matthias
1 Hyvönen, Nuutti
1 Isaacson, David
1 Jin, Bangti
1 Jurvelin, J. S.
1 Karhunen, Kimmo
1 Kluth, Tobias
1 Kokkonen, H. T.
1 Koponen, Janne
1 Koulouri, Alexandra
1 Kowalsky, M. B.
1 Lionheart, William Robert Breckon
1 Luostari, Teemu
1 Maass, Peter
1 Mcgivney, Debra
1 Mononen, Mika
1 Mozumder, Meghdoot
1 Nihtilä, Markku T.
1 Niinimäki, Kati
1 Nissinen, Antti
1 Reunanen, Juha
1 Rimpiläinen, Ville
1 Salmond, Jennifer A.
1 Savolainen, T.
1 Silva, Gabriel L. S.
1 Solonen, Antti
1 Tabatabaei Ardekani, Iman
1 Tarvainen, Mika P.
1 Töyräs, J.
1 Villa, Umberto E.
1 Volzer, Joseph
1 Williams, David E.
1 Zacharopoulos, Athanasios D.

Publications by Year

Citations contained in zbMATH Open

71 Publications have been cited 1,374 times in 932 Documents Cited by Year
Statistical and computational inverse problems. Zbl 1068.65022
Kaipio, Jari; Somersalo, Erkki
508
2005
Statistical inverse problems: discretization, model reduction and inverse crimes. Zbl 1101.65008
Kaipio, Jari; Somersalo, Erkki
87
2007
Nonstationary inverse problems and state estimation. Zbl 0927.35134
Kaipio, J.; Somersalo, E.
77
1999
Statistical inversion and Monte Carlo sampling methods in electrical impedance tomography. Zbl 1044.78513
Kaipio, Jari P.; Kolehmainen, Ville; Somersalo, Erkki; Vauhkonen, Marko
77
2000
Computational aspects of the ultra-weak variational formulation. Zbl 1015.65064
Huttunen, Tomi; Monk, Peter; Kaipio, Jari P.
61
2002
Approximation errors and model reduction with an application in optical diffusion tomography. Zbl 1138.65042
Arridge, S. R.; Kaipio, J. P.; Kolehmainen, V.; Schweiger, M.; Somersalo, E.; Tarvainen, T.; Vauhkonen, M.
54
2006
Inverse problems with structural prior information. Zbl 0949.65144
Kaipio, J. P.; Kolehmainen, V.; Vauhkonen, M.; Somersalo, E.
39
1999
The ultra-weak variational formulation for elastic wave problems. Zbl 1093.74028
Huttunen, T.; Monk, P.; Collino, F.; Kaipio, J. P.
38
2004
Reconstruction of domain boundary and conductivity in electrical impedance tomography using the approximation error approach. Zbl 1350.92030
Nissinen, Antti; Kolehmainen, Ville; Kaipio, Jari P.
32
2011
Marginalization of uninteresting distributed parameters in inverse problems – application to diffuse optical tomography. Zbl 05949804
Kolehmainen, Ville; Tarvainen, Tanja; Arridge, Simon R.; Kaipio, Jari P.
21
2011
Approximation errors and truncation of computational domains with application to geophysical tomography. Zbl 1121.65113
Lehikoinen, A.; Finsterle, S.; Voutilainen, A.; Heikkinen, L. M.; Vauhkonen, M.; Kaipio, J. P.
20
2007
An approximation error approach for compensating for modelling errors between the radiative transfer equation and the diffusion approximation in diffuse optical tomography. Zbl 1180.35574
Tarvainen, T.; Kolehmainen, V.; Pulkkinen, A.; Vauhkonen, M.; Schweiger, M.; Arridge, S. R.; Kaipio, J. P.
20
2010
An ultra-weak method for acoustic fluid-solid interaction. Zbl 1182.76949
Huttunen, T.; Kaipio, J. P.; Monk, P.
19
2008
The perfectly matched layer for the ultra weak variational formulation of the 3D Helmholtz equation. Zbl 1075.76648
Huttunen, Tomi; Kaipio, Jari P.; Monk, Peter
17
2004
State estimation with fluid dynamical evolution models in process tomography – an application to impedance tomography. Zbl 0986.35134
Seppänen, A.; Vauhkonen, M.; Vauhkonen, P. J.; Somersalo, E.; Kaipio, J. P.
16
2001
Recovery of region boundaries of piecewise constant coefficients of an elliptic PDE from boundary data. Zbl 0936.35195
Kolehmainen, V.; Arridge, S. R.; Lionheart, W. R. B.; Vauhkonen, M.; Kaipio, J. P.
16
1999
Aristotelian prior boundary conditions. Zbl 1095.94005
Calvetti, Daniela; Kaipio, Jari P.; Someralo, Erkki
15
2006
Sparsity reconstruction in electrical impedance tomography: an experimental evaluation. Zbl 1251.78008
Gehre, Matthias; Kluth, Tobias; Lipponen, Antti; Jin, Bangti; Seppänen, Aku; Kaipio, Jari P.; Maass, Peter
15
2012
Approximation error analysis in nonlinear state estimation with an application to state-space identification. Zbl 1123.62068
Huttunen, J. M. J.; Kaipio, J. P.
15
2007
Reconstructing absorption and scattering distributions in quantitative photoacoustic tomography. Zbl 1252.92041
Tarvainen, T.; Cox, B. T.; Kaipio, J. P.; Arridge, S. R.
14
2012
Approximation errors in nonstationary inverse problems. Zbl 1117.62102
Huttunen, Janne M. J.; Kaipio, Jari P.
13
2007
A finite-element model of electron transport in radiation therapy and a related inverse problem. Zbl 0936.35138
Tervo, J.; Kolmonen, P.; Vauhkonen, M.; Heikkinen, L. M.; Kaipio, J. P.
12
1999
A Bayesian approach to spectral quantitative photoacoustic tomography. Zbl 1301.92044
Pulkkinen, A.; Cox, B. T.; Arridge, S. R.; Kaipio, J. P.; Tarvainen, T.
12
2014
Electrical impedance tomography with basis constraints. Zbl 0872.35130
Vauhkonen, M.; Kaipio, J. P.; Somersalo, E.; Karjalainen, P. A.
11
1997
Inverse problems in the Bayesian framework. Zbl 1305.00104
11
2014
Reduced-order estimation of nonstationary flows with electrical impedance tomography. Zbl 1197.35326
Lipponen, A.; Seppänen, A.; Kaipio, J. P.
9
2010
Posterior covariance related optimal current patterns in electrical impedance tomography. Zbl 1074.62079
Kaipio, J. P.; Seppänen, A.; Somersalo, E.; Haario, H.
8
2004
Estimation of the Robin coefficient field in a Poisson problem with uncertain conductivity field. Zbl 1404.65241
Nicholson, Ruanui; Petra, Noémi; Kaipio, Jari P.
8
2018
Non-stationary magnetoencephalography by Bayesian filtering of dipole models. Zbl 1046.92034
Somersalo, E.; Voutilainen, A.; Kaipio, J. P.
7
2003
Boundary element method and internal electrodes in electrical impedance tomography. Zbl 0980.92500
Tarvainen, M.; Vauhkonen, M.; Savolainen, T.; Kaipio, J. P.
7
2001
Finite element model for the coupled radiative transfer equation and diffusion approximation. Zbl 1117.78008
Tarvainen, T.; Vauhkonen, M.; Kolehmainen, V.; Kaipio, J. P.
6
2006
Artificial boundary conditions and domain truncation in electrical impedance tomography. I: Theory and preliminary results. Zbl 1369.35113
Calvetti, Daniela; Hadwin, Paul J.; Huttunen, Janne M. J.; Isaacson, David; Kaipio, Jari P.; McGivney, Debra; Somersalo, Erkki; Volzer, Joseph
6
2015
Reconstruction of thermal conductivity and heat capacity using a tomographic approach. Zbl 1140.80395
Kolehmainen, V.; Kaipio, J. P.; Orlande, H. R. B.
6
2007
Reconstruction of subdomain boundaries of piecewise constant coefficients of the radiative transfer equation from optical tomography data. Zbl 1105.78010
Arridge, S. R.; Dorn, O.; Kaipio, J. P.; Kolehmainen, V.; Schweiger, M.; Tarvainen, T.; Vauhkonen, M.; Zacharopoulos, A.
5
2006
Importance sampling approach for the nonstationary approximation error method. Zbl 1206.65027
Huttunen, J. M. J.; Lehikoinen, A.; Hämäläinen, J.; Kaipio, J. P.
5
2010
State estimation in process tomography-reconstruction of velocity fields using EIT. Zbl 1173.35738
Seppänen, A.; Voutilainen, A.; Kaipio, J. P.
5
2009
Artificial boundary conditions and domain truncation in electrical impedance tomography. II: Stochastic extension of the boundary map. Zbl 1369.35114
Calvetti, Daniela; Hadwin, Paul J.; Huttunen, Janne M. J.; Kaipio, Jari P.; Somersalo, Erkki
5
2015
Randomize-then-optimize for sampling and uncertainty quantification in electrical impedance tomography. Zbl 1381.94010
Bardsley, Johnathan M.; Seppänen, Aku; Solonen, Antti; Haario, Heikki; Kaipio, Jari
5
2015
A Bayesian approach to improving the Born approximation for inverse scattering with high-contrast materials. Zbl 1444.35164
Kaipio, J. P.; Huttunen, T.; Luostari, T.; Lähivaara, T.; Monk, P. B.
5
2019
Optimal current patterns in dynamical electrical impedance tomography imaging. Zbl 1113.62150
Kaipio, Jari P.; Seppänen, Aku; Voutilainen, Arto; Haario, Heikki
4
2007
Estimation of aquifer dimensions from passive seismic signals with approximate wave propagation models. Zbl 1284.86003
Lähivaara, Timo; Ward, Nicholas F. Dudley; Huttunen, Tomi; Koponen, Janne; Kaipio, Jari P.
4
2014
Computational aspects of the discontinuous Galerkin method for the wave equation. Zbl 1257.76050
Lähivaara, Timo; Malinen, Matti; Kaipio, Jari P.; Huttunen, Tomi
4
2008
Model reduction in state identification problems with an application to determination of thermal parameters. Zbl 1158.93409
Huttunen, Janne M. J.; Kaipio, Jari P.
4
2009
Stabilization of Subba Rao-Liporace models. Zbl 1043.62529
Juntunen, M.; Tervo, J.; Kaipio, J. P.
3
1999
An optimal control approach for ultrasound induced heating. Zbl 1048.93077
Malinen, Matti; Huttunen, Tomi; Kaipio, Jari P.
3
2003
Simulation of nonstationary EEG. Zbl 0881.92012
Kaipio, J. P.; Karjalainen, P. A.
3
1997
Approximate marginalization of unknown scattering in quantitative photoacoustic tomography. Zbl 1302.94012
Pulkkinen, Aki; Kolehmainen, Ville; Kaipio, Jari P.; Cox, Benjamin T.; Arridge, Simon R.; Tarvainen, Tanja
3
2014
Using process tomography as a sensor for optimal control. Zbl 1083.65061
Ruuskanen, A. R.; Seppänen, A.; Duncan, S.; Somersalo, E.; Kaipio, J. P.
3
2006
Feedforward and feedback control of ultrasound surgery. Zbl 1083.65060
Malinen, Matti; Duncan, Stephen R.; Huttunen, Tomi; Kaipio, Jari P.
3
2006
State estimation in process tomography - three-dimensional impedance imaging of moving fluids. Zbl 1159.76039
Seppänen, A.; Vauhkonen, M.; Vauhkonen, P. J.; Voutilainen, A.; Kaipio, J. P.
3
2008
Estimation of fixed charge density and diffusivity profiles in cartilage using contrast enhanced computer tomography. Zbl 1352.92088
Huttunen, J. M. J.; Kokkonen, H. T.; Jurvelin, J. S.; Töyräs, J.; Kaipio, J. P.
3
2014
Root modulus constraints in autoregressive model estimation. Zbl 0941.62099
Juntunen, M.; Tervo, J.; Kaipio, J. P.
2
1998
Estimation of non-stationary region boundaries in EIT – state estimation approach. Zbl 0991.35109
Kolehmainen, Ville; Voutilainen, Arto; Kaipio, Jari P.
2
2001
Statistical inverse problems and problems associated with modeling. Zbl 1231.62005
Kaipio, Jari
2
2006
Model reduction and pollution source identification from remote sensing data. Zbl 1186.35245
Voutilainen, Arto; Kaipio, Jari P.
2
2009
Approximate marginalization of absorption and scattering in fluorescence diffuse optical tomography. Zbl 1332.74034
Mozumder, Meghdoot; Tarvainen, Tanja; Arridge, Simon; Kaipio, Jari P.; D’Andrea, Cosimo; Kolehmainen, Ville
2
2016
Dynamical electric wire tomography: a time series approach. Zbl 0908.35138
Baroudi, Djebar; Kaipio, Jari; Somersalo, Erkki
2
1998
Approximation error method for imaging the human head by electrical impedance tomography. Zbl 07440653
Candiani, V.; Hyvönen, N.; Kaipio, J. P.; Kolehmainen, V.
2
2021
A three-dimensional finite element model for the control of certain nonlinear bioreactors. Zbl 0982.76065
Tervo, J.; Vauhkonen, M.; Vauhkonen, P. J.; Kaipio, J. P.
1
2000
Adaptive meshing approach to identification of cracks with electrical impedance tomography. Zbl 1292.74042
Karhunen, Kimmo; Seppänen, Aku; Kaipio, Jari P.
1
2014
Optical imaging. 2nd edition. Zbl 1331.92070
Arridge, Simon R.; Kaipio, Jari P.; Kolehmainen, Ville; Tarvainen, Tanja
1
2015
Stabilization of smoothness priors time-varying autoregressive models. Zbl 0976.93074
Juntunen, M.; Kaipio, J. P.
1
2000
Fixed-lag smoothing and state estimation in dynamic electrical impedance tomography. Zbl 1033.78516
Vauhkonen, P. J.; Vauhkonen, M.; Kaipio, J. P.
1
2001
Reconstruction of thermal conductivity and heat capacity using a tomographic approach. Zbl 1140.80396
Kolehmainen, V.; Kaipio, J. P.; Orlande, H. R. B.
1
2008
Sequential Monte Carlo estimation of aerosol size distributions. Zbl 1429.62714
Voutilainen, Arto; Kaipio, Jari P.
1
2005
Nonstationary inversion of convection-diffusion problems - recovery from unknown nonstationary velocity fields. Zbl 1410.35067
Lipponen, Antti; Seppänen, Aku; Hämäläinen, Jari; Kaipio, Jari P.
1
2010
Approximation error approach in spatiotemporally chaotic models with application to Kuramoto-Sivashinsky equation. Zbl 1469.62084
Huttunen, J. M. J.; Kaipio, J. P.; Haario, H.
1
2018
Estimating pipeline location using ground-penetrating radar data in the presence of model uncertainties. Zbl 1302.78006
Lähivaara, Timo; Ward, Nicholas F. Dudley; Huttunen, Tomi; Kaipio, Jari P.; Niinimäki, Kati
1
2014
An additive approximation to multiplicative noise. Zbl 1500.94004
Nicholson, R.; Kaipio, J. P.
1
2020
Compensation of domain modelling errors in the inverse source problem of the Poisson equation: application in electroencephalographic imaging. Zbl 1382.65365
Koulouri, Alexandra; Rimpiläinen, Ville; Brookes, Mike; Kaipio, Jari P.
1
2016
Bayesian damage identification of simply supported beams from elastostatic data. Zbl 07484740
Ardekani, Iman Tabatabaei; Kaipio, Jari; Castello, Daniel
1
2021
Approximation error method for imaging the human head by electrical impedance tomography. Zbl 07440653
Candiani, V.; Hyvönen, N.; Kaipio, J. P.; Kolehmainen, V.
2
2021
Bayesian damage identification of simply supported beams from elastostatic data. Zbl 07484740
Ardekani, Iman Tabatabaei; Kaipio, Jari; Castello, Daniel
1
2021
An additive approximation to multiplicative noise. Zbl 1500.94004
Nicholson, R.; Kaipio, J. P.
1
2020
A Bayesian approach to improving the Born approximation for inverse scattering with high-contrast materials. Zbl 1444.35164
Kaipio, J. P.; Huttunen, T.; Luostari, T.; Lähivaara, T.; Monk, P. B.
5
2019
Estimation of the Robin coefficient field in a Poisson problem with uncertain conductivity field. Zbl 1404.65241
Nicholson, Ruanui; Petra, Noémi; Kaipio, Jari P.
8
2018
Approximation error approach in spatiotemporally chaotic models with application to Kuramoto-Sivashinsky equation. Zbl 1469.62084
Huttunen, J. M. J.; Kaipio, J. P.; Haario, H.
1
2018
Approximate marginalization of absorption and scattering in fluorescence diffuse optical tomography. Zbl 1332.74034
Mozumder, Meghdoot; Tarvainen, Tanja; Arridge, Simon; Kaipio, Jari P.; D’Andrea, Cosimo; Kolehmainen, Ville
2
2016
Compensation of domain modelling errors in the inverse source problem of the Poisson equation: application in electroencephalographic imaging. Zbl 1382.65365
Koulouri, Alexandra; Rimpiläinen, Ville; Brookes, Mike; Kaipio, Jari P.
1
2016
Artificial boundary conditions and domain truncation in electrical impedance tomography. I: Theory and preliminary results. Zbl 1369.35113
Calvetti, Daniela; Hadwin, Paul J.; Huttunen, Janne M. J.; Isaacson, David; Kaipio, Jari P.; McGivney, Debra; Somersalo, Erkki; Volzer, Joseph
6
2015
Artificial boundary conditions and domain truncation in electrical impedance tomography. II: Stochastic extension of the boundary map. Zbl 1369.35114
Calvetti, Daniela; Hadwin, Paul J.; Huttunen, Janne M. J.; Kaipio, Jari P.; Somersalo, Erkki
5
2015
Randomize-then-optimize for sampling and uncertainty quantification in electrical impedance tomography. Zbl 1381.94010
Bardsley, Johnathan M.; Seppänen, Aku; Solonen, Antti; Haario, Heikki; Kaipio, Jari
5
2015
Optical imaging. 2nd edition. Zbl 1331.92070
Arridge, Simon R.; Kaipio, Jari P.; Kolehmainen, Ville; Tarvainen, Tanja
1
2015
A Bayesian approach to spectral quantitative photoacoustic tomography. Zbl 1301.92044
Pulkkinen, A.; Cox, B. T.; Arridge, S. R.; Kaipio, J. P.; Tarvainen, T.
12
2014
Inverse problems in the Bayesian framework. Zbl 1305.00104
11
2014
Estimation of aquifer dimensions from passive seismic signals with approximate wave propagation models. Zbl 1284.86003
Lähivaara, Timo; Ward, Nicholas F. Dudley; Huttunen, Tomi; Koponen, Janne; Kaipio, Jari P.
4
2014
Approximate marginalization of unknown scattering in quantitative photoacoustic tomography. Zbl 1302.94012
Pulkkinen, Aki; Kolehmainen, Ville; Kaipio, Jari P.; Cox, Benjamin T.; Arridge, Simon R.; Tarvainen, Tanja
3
2014
Estimation of fixed charge density and diffusivity profiles in cartilage using contrast enhanced computer tomography. Zbl 1352.92088
Huttunen, J. M. J.; Kokkonen, H. T.; Jurvelin, J. S.; Töyräs, J.; Kaipio, J. P.
3
2014
Adaptive meshing approach to identification of cracks with electrical impedance tomography. Zbl 1292.74042
Karhunen, Kimmo; Seppänen, Aku; Kaipio, Jari P.
1
2014
Estimating pipeline location using ground-penetrating radar data in the presence of model uncertainties. Zbl 1302.78006
Lähivaara, Timo; Ward, Nicholas F. Dudley; Huttunen, Tomi; Kaipio, Jari P.; Niinimäki, Kati
1
2014
Sparsity reconstruction in electrical impedance tomography: an experimental evaluation. Zbl 1251.78008
Gehre, Matthias; Kluth, Tobias; Lipponen, Antti; Jin, Bangti; Seppänen, Aku; Kaipio, Jari P.; Maass, Peter
15
2012
Reconstructing absorption and scattering distributions in quantitative photoacoustic tomography. Zbl 1252.92041
Tarvainen, T.; Cox, B. T.; Kaipio, J. P.; Arridge, S. R.
14
2012
Reconstruction of domain boundary and conductivity in electrical impedance tomography using the approximation error approach. Zbl 1350.92030
Nissinen, Antti; Kolehmainen, Ville; Kaipio, Jari P.
32
2011
Marginalization of uninteresting distributed parameters in inverse problems – application to diffuse optical tomography. Zbl 05949804
Kolehmainen, Ville; Tarvainen, Tanja; Arridge, Simon R.; Kaipio, Jari P.
21
2011
An approximation error approach for compensating for modelling errors between the radiative transfer equation and the diffusion approximation in diffuse optical tomography. Zbl 1180.35574
Tarvainen, T.; Kolehmainen, V.; Pulkkinen, A.; Vauhkonen, M.; Schweiger, M.; Arridge, S. R.; Kaipio, J. P.
20
2010
Reduced-order estimation of nonstationary flows with electrical impedance tomography. Zbl 1197.35326
Lipponen, A.; Seppänen, A.; Kaipio, J. P.
9
2010
Importance sampling approach for the nonstationary approximation error method. Zbl 1206.65027
Huttunen, J. M. J.; Lehikoinen, A.; Hämäläinen, J.; Kaipio, J. P.
5
2010
Nonstationary inversion of convection-diffusion problems - recovery from unknown nonstationary velocity fields. Zbl 1410.35067
Lipponen, Antti; Seppänen, Aku; Hämäläinen, Jari; Kaipio, Jari P.
1
2010
State estimation in process tomography-reconstruction of velocity fields using EIT. Zbl 1173.35738
Seppänen, A.; Voutilainen, A.; Kaipio, J. P.
5
2009
Model reduction in state identification problems with an application to determination of thermal parameters. Zbl 1158.93409
Huttunen, Janne M. J.; Kaipio, Jari P.
4
2009
Model reduction and pollution source identification from remote sensing data. Zbl 1186.35245
Voutilainen, Arto; Kaipio, Jari P.
2
2009
An ultra-weak method for acoustic fluid-solid interaction. Zbl 1182.76949
Huttunen, T.; Kaipio, J. P.; Monk, P.
19
2008
Computational aspects of the discontinuous Galerkin method for the wave equation. Zbl 1257.76050
Lähivaara, Timo; Malinen, Matti; Kaipio, Jari P.; Huttunen, Tomi
4
2008
State estimation in process tomography - three-dimensional impedance imaging of moving fluids. Zbl 1159.76039
Seppänen, A.; Vauhkonen, M.; Vauhkonen, P. J.; Voutilainen, A.; Kaipio, J. P.
3
2008
Reconstruction of thermal conductivity and heat capacity using a tomographic approach. Zbl 1140.80396
Kolehmainen, V.; Kaipio, J. P.; Orlande, H. R. B.
1
2008
Statistical inverse problems: discretization, model reduction and inverse crimes. Zbl 1101.65008
Kaipio, Jari; Somersalo, Erkki
87
2007
Approximation errors and truncation of computational domains with application to geophysical tomography. Zbl 1121.65113
Lehikoinen, A.; Finsterle, S.; Voutilainen, A.; Heikkinen, L. M.; Vauhkonen, M.; Kaipio, J. P.
20
2007
Approximation error analysis in nonlinear state estimation with an application to state-space identification. Zbl 1123.62068
Huttunen, J. M. J.; Kaipio, J. P.
15
2007
Approximation errors in nonstationary inverse problems. Zbl 1117.62102
Huttunen, Janne M. J.; Kaipio, Jari P.
13
2007
Reconstruction of thermal conductivity and heat capacity using a tomographic approach. Zbl 1140.80395
Kolehmainen, V.; Kaipio, J. P.; Orlande, H. R. B.
6
2007
Optimal current patterns in dynamical electrical impedance tomography imaging. Zbl 1113.62150
Kaipio, Jari P.; Seppänen, Aku; Voutilainen, Arto; Haario, Heikki
4
2007
Approximation errors and model reduction with an application in optical diffusion tomography. Zbl 1138.65042
Arridge, S. R.; Kaipio, J. P.; Kolehmainen, V.; Schweiger, M.; Somersalo, E.; Tarvainen, T.; Vauhkonen, M.
54
2006
Aristotelian prior boundary conditions. Zbl 1095.94005
Calvetti, Daniela; Kaipio, Jari P.; Someralo, Erkki
15
2006
Finite element model for the coupled radiative transfer equation and diffusion approximation. Zbl 1117.78008
Tarvainen, T.; Vauhkonen, M.; Kolehmainen, V.; Kaipio, J. P.
6
2006
Reconstruction of subdomain boundaries of piecewise constant coefficients of the radiative transfer equation from optical tomography data. Zbl 1105.78010
Arridge, S. R.; Dorn, O.; Kaipio, J. P.; Kolehmainen, V.; Schweiger, M.; Tarvainen, T.; Vauhkonen, M.; Zacharopoulos, A.
5
2006
Using process tomography as a sensor for optimal control. Zbl 1083.65061
Ruuskanen, A. R.; Seppänen, A.; Duncan, S.; Somersalo, E.; Kaipio, J. P.
3
2006
Feedforward and feedback control of ultrasound surgery. Zbl 1083.65060
Malinen, Matti; Duncan, Stephen R.; Huttunen, Tomi; Kaipio, Jari P.
3
2006
Statistical inverse problems and problems associated with modeling. Zbl 1231.62005
Kaipio, Jari
2
2006
Statistical and computational inverse problems. Zbl 1068.65022
Kaipio, Jari; Somersalo, Erkki
508
2005
Sequential Monte Carlo estimation of aerosol size distributions. Zbl 1429.62714
Voutilainen, Arto; Kaipio, Jari P.
1
2005
The ultra-weak variational formulation for elastic wave problems. Zbl 1093.74028
Huttunen, T.; Monk, P.; Collino, F.; Kaipio, J. P.
38
2004
The perfectly matched layer for the ultra weak variational formulation of the 3D Helmholtz equation. Zbl 1075.76648
Huttunen, Tomi; Kaipio, Jari P.; Monk, Peter
17
2004
Posterior covariance related optimal current patterns in electrical impedance tomography. Zbl 1074.62079
Kaipio, J. P.; Seppänen, A.; Somersalo, E.; Haario, H.
8
2004
Non-stationary magnetoencephalography by Bayesian filtering of dipole models. Zbl 1046.92034
Somersalo, E.; Voutilainen, A.; Kaipio, J. P.
7
2003
An optimal control approach for ultrasound induced heating. Zbl 1048.93077
Malinen, Matti; Huttunen, Tomi; Kaipio, Jari P.
3
2003
Computational aspects of the ultra-weak variational formulation. Zbl 1015.65064
Huttunen, Tomi; Monk, Peter; Kaipio, Jari P.
61
2002
State estimation with fluid dynamical evolution models in process tomography – an application to impedance tomography. Zbl 0986.35134
Seppänen, A.; Vauhkonen, M.; Vauhkonen, P. J.; Somersalo, E.; Kaipio, J. P.
16
2001
Boundary element method and internal electrodes in electrical impedance tomography. Zbl 0980.92500
Tarvainen, M.; Vauhkonen, M.; Savolainen, T.; Kaipio, J. P.
7
2001
Estimation of non-stationary region boundaries in EIT – state estimation approach. Zbl 0991.35109
Kolehmainen, Ville; Voutilainen, Arto; Kaipio, Jari P.
2
2001
Fixed-lag smoothing and state estimation in dynamic electrical impedance tomography. Zbl 1033.78516
Vauhkonen, P. J.; Vauhkonen, M.; Kaipio, J. P.
1
2001
Statistical inversion and Monte Carlo sampling methods in electrical impedance tomography. Zbl 1044.78513
Kaipio, Jari P.; Kolehmainen, Ville; Somersalo, Erkki; Vauhkonen, Marko
77
2000
A three-dimensional finite element model for the control of certain nonlinear bioreactors. Zbl 0982.76065
Tervo, J.; Vauhkonen, M.; Vauhkonen, P. J.; Kaipio, J. P.
1
2000
Stabilization of smoothness priors time-varying autoregressive models. Zbl 0976.93074
Juntunen, M.; Kaipio, J. P.
1
2000
Nonstationary inverse problems and state estimation. Zbl 0927.35134
Kaipio, J.; Somersalo, E.
77
1999
Inverse problems with structural prior information. Zbl 0949.65144
Kaipio, J. P.; Kolehmainen, V.; Vauhkonen, M.; Somersalo, E.
39
1999
Recovery of region boundaries of piecewise constant coefficients of an elliptic PDE from boundary data. Zbl 0936.35195
Kolehmainen, V.; Arridge, S. R.; Lionheart, W. R. B.; Vauhkonen, M.; Kaipio, J. P.
16
1999
A finite-element model of electron transport in radiation therapy and a related inverse problem. Zbl 0936.35138
Tervo, J.; Kolmonen, P.; Vauhkonen, M.; Heikkinen, L. M.; Kaipio, J. P.
12
1999
Stabilization of Subba Rao-Liporace models. Zbl 1043.62529
Juntunen, M.; Tervo, J.; Kaipio, J. P.
3
1999
Root modulus constraints in autoregressive model estimation. Zbl 0941.62099
Juntunen, M.; Tervo, J.; Kaipio, J. P.
2
1998
Dynamical electric wire tomography: a time series approach. Zbl 0908.35138
Baroudi, Djebar; Kaipio, Jari; Somersalo, Erkki
2
1998
Electrical impedance tomography with basis constraints. Zbl 0872.35130
Vauhkonen, M.; Kaipio, J. P.; Somersalo, E.; Karjalainen, P. A.
11
1997
Simulation of nonstationary EEG. Zbl 0881.92012
Kaipio, J. P.; Karjalainen, P. A.
3
1997
all top 5

Cited by 1,618 Authors

34 Kaipio, Jari P.
28 Stuart, Andrew M.
21 Somersalo, Erkki
19 Hyvönen, Nuutti
18 Calvetti, Daniela
17 Kolehmainen, Ville
17 Marzouk, Youssef M.
15 Jin, Bangti
14 Soize, Christian
13 Arridge, Simon R.
12 Bardsley, Johnathan M.
12 Seppänen, Aku
11 Huttunen, Janne M. J.
11 Laghrouche, Omar
11 Vauhkonen, Marko
10 Helin, Tapio
10 Huttunen, Tomi
10 Tarvainen, Tanja
10 Yan, Liang
9 Cui, Tiangang
9 Pereyra, Marcelo
9 Trevelyan, Jon
8 Girolami, Mark A.
8 Li, Jinglai
8 Petra, Noemi
8 Sun, Jiguang
7 Dunlop, Matthew M.
7 El Kacimi, Abdellah
7 Farhat, Charbel H.
7 Hansen, Per Christian
7 Hauptmann, Andreas S.
7 Maass, Peter
7 Moiola, Andrea
7 Monk, Peter B.
7 Orlande, Helcio Rangel Barreto
7 Perugia, Ilaria
7 Ren, Kui
7 Sanz-Alonso, Daniel
7 Siltanen, Samuli
6 Alsaker, Melody
6 Ammari, Habib
6 Bissantz, Nicolai
6 Burger, Martin
6 Castello, Daniel Alves
6 Dette, Holger
6 Dong, Yiqiu
6 Ghattas, Omar N.
6 Glatt-Holtz, Nathan E.
6 Hiptmair, Ralf
6 Hosseini, Bamdad
6 Jia, Zhongxiao
6 Khan, Taufiquar
6 Lähivaara, Timo
6 Li, Peijun
6 Mohamed, M. Shadi
6 Roininen, Lassi
6 Tezaur, Radek
6 Yuan, Long
5 Butler, Troy D.
5 Capistrán, Marcos A.
5 Cheng, Jin
5 Christen, J. Andrés
5 Deng, Zhiliang
5 Durmus, Alain
5 Favennec, Yann
5 Fox, Colin D.
5 Gelb, Anne
5 Herty, Michael Matthias
5 Hu, Qiya
5 Iglesias, Marco A.
5 Jia, Junxiong
5 Jiang, Yu
5 Krometis, Justin A.
5 Lassas, Matti J.
5 Law, Kody J. H.
5 Li, Zhaoxing
5 Lionheart, William Robert Breckon
5 Mueller, Jennifer L.
5 Mustonen, Lauri
5 Nicholson, Ruanui
5 Oden, John Tinsley
5 Perrey-Debain, Emmanuel
5 Pitolli, Francesca
5 Sabelfeld, Karl Karlovich
5 Stadler, Georg
5 Tervo, Jouko
5 Uribe, Felipe
5 Willcox, Karen E.
5 Zheng, Guanghui
5 Zhou, Qingping
4 Alexanderian, Alen
4 Arnold, Andrea
4 Aykroyd, Robert G.
4 Barucq, Hélène
4 Borggaard, Jeff T.
4 Bui-Thanh, Tan
4 De Cezaro, Adriano
4 Frank, Martin
4 Gabard, Gwénaël
4 Ghanem, Roger G.
...and 1,518 more Authors
all top 5

Cited in 186 Serials

100 Inverse Problems
83 Journal of Computational Physics
49 SIAM/ASA Journal on Uncertainty Quantification
41 Computer Methods in Applied Mechanics and Engineering
40 SIAM Journal on Scientific Computing
39 Inverse Problems in Science and Engineering
39 Inverse Problems and Imaging
33 International Journal for Numerical Methods in Engineering
30 Journal of Computational and Applied Mathematics
25 SIAM Journal on Imaging Sciences
14 SIAM Journal on Applied Mathematics
13 Statistics and Computing
12 Applied Mathematical Modelling
9 Mathematics of Computation
9 Journal of Scientific Computing
9 Journal of Inverse and Ill-Posed Problems
9 Engineering Analysis with Boundary Elements
8 Numerische Mathematik
8 Applied Numerical Mathematics
8 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
7 Applicable Analysis
7 Computers & Mathematics with Applications
7 Mathematical Biosciences
7 Journal of Mathematical Imaging and Vision
6 SIAM Journal on Numerical Analysis
6 SIAM Review
6 Mathematical Problems in Engineering
6 The Annals of Applied Statistics
5 International Journal of Computer Mathematics
5 Computational Statistics and Data Analysis
5 Computational and Applied Mathematics
5 Computational Geosciences
5 Communications in Computational Physics
4 International Journal of Heat and Mass Transfer
4 Journal of Statistical Physics
4 Mathematics and Computers in Simulation
4 Computational Mechanics
4 Archives of Computational Methods in Engineering
4 Journal of Machine Learning Research (JMLR)
4 Acta Numerica
4 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
3 Journal of Mathematical Analysis and Applications
3 Journal of Mathematical Physics
3 Scandinavian Journal of Statistics
3 Bulletin of Mathematical Biology
3 Applied Mathematics and Computation
3 Circuits, Systems, and Signal Processing
3 Numerical Algorithms
3 SIAM Journal on Mathematical Analysis
3 Advances in Computational Mathematics
3 Bernoulli
3 Journal of Applied Statistics
3 SIAM Journal on Applied Dynamical Systems
3 Multiscale Modeling & Simulation
3 Mathematical Biosciences and Engineering
3 Electronic Journal of Statistics
3 GEM - International Journal on Geomathematics
3 Journal of Theoretical Biology
3 Stochastic and Partial Differential Equations. Analysis and Computations
3 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
2 Computers and Fluids
2 Computer Physics Communications
2 Communications on Pure and Applied Mathematics
2 Mathematical Methods in the Applied Sciences
2 Annals of the Institute of Statistical Mathematics
2 The Annals of Statistics
2 Journal of Functional Analysis
2 Statistics & Probability Letters
2 Stochastic Analysis and Applications
2 Physica D
2 Acta Mathematicae Applicatae Sinica. English Series
2 Statistical Science
2 COMPEL
2 Applied Mathematics Letters
2 The Annals of Applied Probability
2 Computational Statistics
2 Computational Mathematics and Mathematical Physics
2 Test
2 Communications in Numerical Methods in Engineering
2 ETNA. Electronic Transactions on Numerical Analysis
2 Boletín de la Sociedad Matemática Mexicana. Third Series
2 Nonlinear Dynamics
2 ZAMM. Zeitschrift für Angewandte Mathematik und Mechanik
2 European Journal of Mechanics. A. Solids
2 Engineering Computations
2 Combustion Theory and Modelling
2 Optimization and Engineering
2 Foundations of Computational Mathematics
2 Journal of Applied Mathematics
2 Journal of Computational Acoustics
2 Computational & Mathematical Methods in Medicine
2 Mathematical Geosciences
2 Advances in Applied Mathematics and Mechanics
1 Archive for Rational Mechanics and Analysis
1 Biological Cybernetics
1 International Journal of Engineering Science
1 International Journal for Numerical Methods in Fluids
1 International Journal of Solids and Structures
1 Journal of Fluid Mechanics
1 Journal of Mathematical Biology
...and 86 more Serials
all top 5

Cited in 43 Fields

570 Numerical analysis (65-XX)
351 Statistics (62-XX)
298 Partial differential equations (35-XX)
149 Biology and other natural sciences (92-XX)
112 Optics, electromagnetic theory (78-XX)
98 Mechanics of deformable solids (74-XX)
93 Probability theory and stochastic processes (60-XX)
86 Fluid mechanics (76-XX)
80 Information and communication theory, circuits (94-XX)
77 Computer science (68-XX)
54 Calculus of variations and optimal control; optimization (49-XX)
38 Geophysics (86-XX)
35 Systems theory; control (93-XX)
28 Classical thermodynamics, heat transfer (80-XX)
27 Operator theory (47-XX)
27 Operations research, mathematical programming (90-XX)
18 Integral equations (45-XX)
14 Linear and multilinear algebra; matrix theory (15-XX)
13 Statistical mechanics, structure of matter (82-XX)
13 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
10 Ordinary differential equations (34-XX)
9 Integral transforms, operational calculus (44-XX)
8 Dynamical systems and ergodic theory (37-XX)
8 Approximations and expansions (41-XX)
5 Global analysis, analysis on manifolds (58-XX)
5 Mechanics of particles and systems (70-XX)
5 Quantum theory (81-XX)
4 Harmonic analysis on Euclidean spaces (42-XX)
4 Functional analysis (46-XX)
3 Measure and integration (28-XX)
3 Astronomy and astrophysics (85-XX)
2 Combinatorics (05-XX)
2 Differential geometry (53-XX)
1 General and overarching topics; collections (00-XX)
1 History and biography (01-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Real functions (26-XX)
1 Functions of a complex variable (30-XX)
1 Potential theory (31-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Special functions (33-XX)
1 General topology (54-XX)
1 Relativity and gravitational theory (83-XX)

Citations by Year