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).
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).
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
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.
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
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.
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