Banks are so regulated that you can't open an account in the US unless you visit a bank branch physically.
There's also Green Dot Bank which is what Apple Pay uses among other mobile payment systems. They technically have a single physical branch but you don't ever need to visit it in order to open a savings/checking account with them: