Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications. - Sanjif Shanmugavelu; Mathieu Taillefumier; Christopher Culver; Oscar R. Hernandez; Mark Coletti; Ada Sedova (SC Workshops, 2024)

Scientific Computing with Large Language Models. - Christopher Culver; Peter Hicks; Mihailo Milenkovic; Sanjif Shanmugavelu; Tobias Becker (CoRR, 2024)

Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability. - Sanjif Shanmugavelu; Mathieu Taillefumier; Christopher Culver; Vijay Ganesh 001; Oscar R. Hernandez; Ada Sedova (CoRR, 2025)