Abstract
The NanoBubbles Reproducibility Initiative investigates the robustness of highly cited articles in nanobioscience. Here, we document the process of setting up the initiative from corpus creation to publishing results. We also present platforms that we adopted and challenges that we faced. Lessons drawn from this study can shape future studies, including experimental designs and reporting standards, and encourage open dialogue and collaboration.