The National Science Foundation (NSF) awarded a $262,300 Project Grant under the Computer and Information Science and Engineering (CISE) federal grant program to Iowa State University of Science and Technology. This 3-year grant, which began on March 1, 2024, will fund research to address the critical issue of replicability and reproducibility in scientific research involving randomized computations.
The project aims to: (1) define and formalize new concepts of replicability across computational contexts, (2) develop methodologies for designing replicable algorithms, and (3) investigate the limitations and costs associated with replicability. The research is expected to have significant impact on areas such as machine learning and large data analysis, as well as influence a broader spectrum of scientific and technological domains. No subawards are planned for this award.
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