Not particularly my opinion, just an observation - when I've brought it up with physicist friends, they only knew the language as something Quants play with. Then again, physicists are weird - they seem to reach for C++ more often than Fortran.
I know of some large-scale physics simulations that are using Julia, and it’s widely considered the language to use for new projects. It’s what I use now for my physics hobby projects. I’d never heard about its finance-bro associations. And if I had, why would I give a crap?