mathematics
and
computer
science

LANS

LANS Research

 

Computational Differentiation

PIs:
Paul Hovland, Boyana Norris

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

Additional People:
Sanjukta Bhowmick (Penn State)

[project website]

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.