Argonne National Laboratory Mathematics and Computer Science Division
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Research Projects

Computational Differentiation

PIs:
Paul Hovland, Boyana Norris

MCS People Involved:
Andrew Lyons, Priyadarshini Malusare, Jaewook Shin, Jean Utke

Additional People:
Sanjukta Bhowmick (Penn State)

[project website]

 

Abstract:
The Computational Differentiation Group at Argonne develops technologies for generating, with minimal human effort, efficient derivative code for models implemented as computer programs. These technologies include compiler-based automatic differentiation tools, new differentiation strategies, and web-based differentiation services. Our research is guided by our collaborations with scientists from a variety of application domains.


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