a list compiled by Alex Kasman (College of Charleston)
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Highly Rated! 
Note: This work of mathematical fiction is recommended by Alex for math majors, math grad students (and maybe even math professors). 
I listed this one here before I had a chance to read it and am now wondering whether it should be counted as fiction at all. This is an excellent book which provides a lot of useful information about mathematics as a science and as a career. It takes the form of letters from a mathematician to his niece as she moves from high school through college and finally on to a position as a math professor, providing her with advice and mentoring all along the way. Although the niece is fictional, the mathematician seems to be Stewart himself, and so the "letters" are more like nonfictional essays on mathematics with the imaginary character of the niece merely providing the motivation and continuity.
At least for the moment I will keep this here and give it a low score for "literary quality" not because it is written poorly but because it isn't really fiction at all.

More information about this work can be found at www.amazon.com. 
(Note: This is just one work of mathematical fiction from the list. To see the entire list or to see more works of mathematical fiction, return to the Homepage.) 

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Exciting News: The 1,600th entry was recently added to this database of mathematical fiction! Also, for those of you interested in nonfictional math books let me (shamelessly) plug the recent release of the second edition of my soliton theory textbook.
(Maintained by Alex Kasman, College of Charleston)