Intrepydd: performance, productivity, and portability for data science application kernels

T Zhou, J Shirako, A Jain, S Srikanth… - Proceedings of the …, 2020 - dl.acm.org
Major simultaneous disruptions are currently under way in both hardware and software. In
hardware,``extreme heterogeneity''has become critical to sustaining cost and performance …

Report of the DOE/NSF Workshop on Correctness in Scientific Computing, June 2023, Orlando, FL

M Gokhale, G Gopalakrishnan, J Mayo… - arxiv preprint arxiv …, 2023 - arxiv.org
This report is a digest of the DOE/NSF Workshop on Correctness in Scientific Computing
(CSC'23) held on June 17, 2023, as part of the Federated Computing Research Conference …

Verifying properties of differentiable programs

J Hückelheim, Z Luo, SHK Narayanan, S Siegel… - Static Analysis: 25th …, 2018 - Springer
There is growing demand for formal verification methods in the scientific and high
performance computing communities. For scientific applications, it is not only necessary to …

Program Verification for Extreme-Scale Applications (Final Scientific/Technical Report)

SF Siegel - 2020 - osti.gov
The project seeks to develop tools and techniques to help software developers verify the
correctness and accuracy of their code. The target domain is scientific software of the kind …