Yes, it is a thing in the US. People do it mostly to avoid filing taxes with the US when they don’t plan on ever living here. It’s rather expensive and time consuming. You have to pay a big fee ($2350 + any unpaid taxes) to do it and set up an appointment with the embassy/consulate.