Publication: Towards Differentiation-Enabled Fortran 95 Compiler Technology
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Towards Differentiation-Enabled Fortran 95 Compiler Technology

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Author(s)
Malcolm Cohen , Uwe Naumann , Jan Riehme

Published in
Proceedings of the 18th ACM Symposium on Applied Computing, Melbourne, Florida, USA, March 9--12, 2003

Year
2003

Abstract
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.

AD Tools
NAGWare Fortran 95

BibTeX
@INPROCEEDINGS{
         Cohen2003TDE,
       abstract = "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.",
       ad_tools = "NAGWare Fortran 95",
       author = "Malcolm Cohen and Uwe Naumann and Jan Riehme",
       title = "Towards Differentiation-Enabled {F}ortran~95 Compiler Technology",
       booktitle = "Proceedings of the 18th ACM Symposium on Applied Computing, Melbourne, Florida,
         USA, March~9--12, 2003",
       pages = "143--147",
       year = "2003"
}


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