Julia already is starting to be used for high energy physics (see https://arxiv.org/pdf/2003.11952.pdf and https://www.youtube.com/watch?v=QlfAa-LN1SA for details). It's definitely not the default yet, but there absolutely is effort to use it for particle accelerators.