55 citations · 59 across the 7 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.DC2024
Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications
Sanjif Shanmugavelu, Mathieu Taillefumier, Christopher Culver +3
Run to run variability in parallel programs caused by floating-point non-associativity has been known to significantly affect reproducibility in iterative algorithms, due to accumu…
cond-mat.mtrl-sci2024
Deep Learning Interatomic Potential Connects Molecular Structural Ordering to Macroscale Properties of Polyacrylonitrile (PAN) Polymer
Rajni Chahal, Michael D. Toomey, Logan T. Kearney +4
Polyacrylonitrile (PAN) is an important commercial polymer, bearing atactic stereochemistry resulting from nonselective radical polymerization. As such, an accurate, fundamental un…