Joules are in fact not appropriate for particle physics as one will need too many decimals for anything :)
This project requires to develop a tools that is fast and efficient, so that parallelization will be in order (for the heavy part of the calculations to be done). But good to know that options like Dask exist. Of course, this will not be that relevant at the beginning, but definitely later.
Thanks for the inputs!