TITLE: A good book on inverse problems for engineers
QUESTION [12 upvotes]: I'm looking for a book on inverse problems which is suitable for engineers; both introduction and practical applications are required. Currently I'm looking to Parameter Estimation and Inverse Problems by Richard C. Aster, Brian Borchers and Clifford H. Thurber. I mostly look for applied problems, guides on the methods, requirements and constraints etc, that can be used to solve a particular problem.

REPLY [2 votes]: This is a copy of my answer to this question at matheducators.se which I add here for convenience.
Some more recent books on inverse problems that also stress applications are:

Statistical and Computational Inverse Problems, Jari Kaipio and Erkki Somersalo, https://www.springer.com/de/book/9780387220734
Linear and Nonlinear Inverse Problems with Practical Applications, Jennifer L. Mueller and Samuli Siltanen, https://epubs.siam.org/doi/book/10.1137/1.9781611972344

A light introduction (short, concise, a little more focused on math, but still with good applications) is

A Taste of Inverse Problems: Basic Theory and Examples, Martin Hanke, https://epubs.siam.org/doi/book/10.1137/1.9781611974942 

In a similar spirit, but older and a little longer, but also very well written is

Inverse Problems in the Mathematical Sciences, Charles W. Groetsch, https://www.springer.com/la/book/9783322992048