I was at the 2024 Open Science Ambassodors Meeting in Berlin and gave a presentation on reproducibility in scientific and high performance computing. The presentation slides are at https://mpievolbio-scicomp.pages.gwdg.de/presentations/osa2024.pdf, the permalink is https://dx.doi.org/10.5281/zenodo.14051129.
Carsten Fortmann-Grote (Fri,) studied this question.
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