I had a very similar experience with my PhD (also in applied mathematics), though my advisor basically let me pick my own problem to work on, which turns out to

I had a very similar experience with my PhD (also in applied mathematics), though my advisor basically let me pick my own problem to work on, which turns out to be a very tough thing to do.