For simulations of many physical systems, one might encounter problems that require the use of special functions and mathematical formula. I found the book by Abramowitz and Stegun "Handbook of Mathematical Functions" is very useful. An electronic copy of the tenth printing of this book can be found in the following link:
http://www.math.sfu.ca/~cbm/aands/
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