Yes, mathematical finance is an active area of research, and there are journals (and scholars!) dedicated to math finance.

As for the PhD program, it depends on the institution that you are thinking about. Math finance scholars can be found in math departments, but also applied math, statistics, operations research, financial engineering, finance and economics.