Can I change the major I applied to at tech?

You could set your major for University Study and then transfer in to Physics at a later date between orientation and end of first year.

If stay university studies first year - here is their recommended course load for first year so you are best prepared to transfer in.

https://www.tranguide.registrar.vt.edu/2017/by-major/phys.html