BibTeX
@INPROCEEDINGS{
Tadjouddine2003HAD,
author = "Mohamed Tadjouddine and Shaun A. Forth and John D. Pryce",
title = "Hierarchical Automatic Differentiation by Vertex Elimination and Source
Transformation",
booktitle = "Computational Science and Its Applications -- ICCSA~2003, Proceedings of the
International Conference on Computational Science and its Applications, Montreal, Canada,
May~18--21, 2003. Part~II",
editor = "V. Kumar and M. L. Gavrilova and C. J. K. Tan and P. {L'Ecuyer}",
abstract = "We present a hierarchical scheme to extend the applicability of automatic
differentiation (AD) by vertex elimination from the basic block level to code with branches and
subroutine calls. We introduce the ELIAD tool that implements our scheme. Results from computational
fluid dynamics (CFD) flux linearisations show runtime speedup by a typical factor of two over both
finite-differencing and traditional forward and reverse modes of AD.",
volume = "2668",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "115--124",
address = "Berlin",
reference = "http://www.autodiff.org/?module=Workshops&submenu=iccsa03",
ad_area = "Computational Fluid Dynamics",
ad_tools = "EliAD",
ad_theotech = "Hierarchical Approach",
year = "2003",
crossref = "Kumar2003CSa"
}
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