2 papers
cs.SE2026
A Study of Scientific Computational Notebook Quality
Shun Kashiwa, Ayla Kurdak, Savitha Ravi +5
The quality of scientific code is a critical concern for the research community. Poorly written code can result in irreproducible results, incorrect findings, and slower scientific…
cs.SE2025
How Scientists Use Jupyter Notebooks: Goals, Quality Attributes, and Opportunities
Ruanqianqian Huang, Savitha Ravi, Michael He +3
Computational notebooks are intended to prioritize the needs of scientists, but little is known about how scientists interact with notebooks, what requirements drive scientists' so…