Books and chapters

  1. 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).
  2. 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).
  3. 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
  4. 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.
  5. 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.
  6. 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.
    ISBN: 9781315220895
  7. 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.
    ISBN: 9780824759209.
  8. J. P. Kaipio and E. Somersalo
    Statistical and Computational Inverse Problems
    Springer-Verlag, 2005.
    ISBN: 0-387-22073-9, 2005.
  9. 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.
    ISBN: 978-0-306-46664-9