Books and chapters
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T. Tarvainen Quantitative photoacoustic tomography in Bayesian framework A chapter for The Radon Transform – The first 100 Years and Beyond Editors: R. Ramlau, O. Scherzer De Gruyter, 2019. ISBN: 978-3-11-055941-5 (Print) 978-3-11-055951-4 (Online) |
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M. Vauhkonen, T. Tarvainen, T. Lähivaara Inverse problems A chapter for Mathematical Modelling Editor: S. Pohjolainen Springer, 2016. ISBN: 978-3-319-27834-6 (Print) 978-3-319-27836-0 (Online) |
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J.P. Kaipio, A. Seppänen, M. Vauhkonen, A. Lipponen, A. Voutilainen, A. Lehikoinen, V. Rimpiläinen Process tomography and estimation of velocity fields A chapter for Industrial Tomography, Systems and Applications Editor: Mi Wang Woodhead Publishing Series in Electronic and Optical Materials, Number 71, 2015. ISBN: 978-1-78242-118-4 |
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J. P. Kaipio and V. Kolehmainen Approximate marginalization over modeling errors and uncertainties in inverse problems A chapter for Bayesian Theory and Applications Editors: P. Damien, P. Dellaportas, N.G. Polson and D.A. Stephens Oxford University Press (Oxford, UK), 2013. ISBN: 978-0-19-969560-7, pages 644-672 |
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S. R. Arridge, J. P. Kaipio, V. Kolehmainen and T. Tarvainen Optical Imaging A chapter for Handbook of Mathematical Methods in Medical Imaging Editor: O. Scherzer Springer Reference, Springer (New York), 2011. ISBN 978-0-387-92919-4. |
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J. P. Kaipio, S. Duncan, A. Seppänen, E. Somersalo and A. Voutilainen State estimation for process imaging A chapter (invited) for Handbook of Process Imaging for Automatic Control Editors: David Scott and Hugh McCann CRC Press, 2005. |
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S. Duncan, J. P. Kaipio, A. Ruuskanen, M. Malinen and A. Seppänen Automatic control methods A chapter (invited) for Handbook of Process Imaging for Automatic Control Editors: David Scott and Hugh McCann CRC Press, 2005. |
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J. P. Kaipio and E. Somersalo Statistical and Computational Inverse Problems Applied Mathematical Sciences 160, Springer-Verlag ISBN: 0-387-22073-9, 2005. |
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A. Voutilainen, V. Kolehmainen, F. Stratmann and J. P. Kaipio Computational methods for the estimation of aerosol size distributions A chapter in Mathematical Modeling: Problems, Methods, Applications Editors: L.A. Uvarova and A.V. Latyshev Kluwer Academic/Plenum Publishers, 2001 pages 219-230. |