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.