Review Essays
Reproducibility of Computational Workflows in Applied Research
- Published
- June 15, 2025
- Issue
- Vol. 1 No. 1 (2025)
- Open Access
Abstract
A workflow that runs once on the machine that produced it is not a result. We examine what a reproducible computational pipeline requires in practice - pinned environments, addressable inputs, and a record of every transformation - and report what happened when we attempted to re-execute a sample of published analyses.