Agnieszka Żaba
I am a PhD student in the Environmental Physics Group (zfs.agh.edu.pl/en) at the Faculty of Physics and Applied Computer Science, AGH University of Krakow. My research interests lie at the intersection between cloud microphysics and climate-science applications of water isotopes. I am a member of the github.com/open-atmos community and the maintainer of PySDM project.
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Session
The maintenance of research-result reproducibility can support rather than be a challenge of ongoing project development. The integration of research notebooks with automated software testing workflows is an essential prerequisite for this.
We present reusable tools and solutions engineered in the development and maintenance of the PySDM and PyMPDATA atmospheric modeling projects (maintained at AGH). Both packages are developed entirely in Python, using just-in-time compilation tools (Numba \& NVRTC) to enable a single-language HPC tech stack that covers simulation, analysis, and visualization codes.
We will discuss the perspectives of both user and developer on reproducibility.