we’re currently writing a manuscript on our experience improving a cellular automaton model for fire propagation that will include also a section on the benefits of porting from Python (the language the original prototype was written in) to Julia. Does anybody know if there are recent review papers on the adoption rate of Julia in HPC and/or scientific computing over the years that we could cite/reference in our bibliography?
For scientific computing in general you could look at the RSE International Survey 2022 and notice that Julia adoption increased ~80% since the 2018 survey (but do note that the sample is somewhat small). This survey also has a DOI, in case you need that for a citation.