BibTeX
@ARTICLE{
Restrepo1998CSL,
ad_tools = "Treeverse / Revolve",
ad_theotech = "Checkpointing",
ad_area = "Oceanography",
author = "Juan M. Restrepo and Gary K. Leaf and Andreas Griewank",
title = "Circumventing Storage Limitations in Variational Data Assimilation",
journal = "SIAM Journal on Scientific Computing",
volume = "19",
pages = "1586--1605",
year = "1998",
doi = "10.1137/S1064827595285500",
abstract = "Trading computing cycles for memory requirements we show that the gradient of a
functional can be computed on a finite memory machine exactly. Furthermore, the algorithmic strategy
exchanges in an optimal way storage and computational cycles, hence it can be exploited to
efficiently compute the desired gradient. The algorithm and the publicly-available code that
implements it are illustrated in the context of a typical geophysical data assimilation problem."
}
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