Hey Hrushikesh

You can do a phd in physics after doing a Mphysics or MSci from UK. If you want to get a PhD position you just have to graduate from a recognised university (The college in US should know of your college in UK) and you should meet the eligibility criteria of the respective college(as most colleges in US have different eligibility criterias). All the best!