M. Cohen, U. Naumann, J. Riehme, "Towards Differentiation-Enabled Fortran 95 Compiler Technology," Preprint ANL/MCS-P935-0202, May 2003. [pdf]
We present a novel approach to generating derivative code for mathematical models implemented as Fortran 95 programs using Automatic Differentiation inside a compiler. This technique allows us to combine the advantages of both operator overloading and source transformation based tools for Automatic Differentiation. Furthermore, the compiler's infrastructure for syntactic, semantic, and static data flow analysis can be built on.